diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/iterations/Trial0.mp4 b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/iterations/Trial0.mp4
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diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/iterations/best_policy.pickle b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/iterations/best_policy.pickle
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index 0000000000000000000000000000000000000000..3ebf6dea58245afd3a0062ed60eeb2bbca1ecf1b
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+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/iterations/best_policy.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea2d5a83f2c34e430e805c5162ae3f08d09d79e7c95766d8c1e3a34b79a7da5f
+size 82064
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/iterations/best_policy20230526-151404_trace.h5 b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/iterations/best_policy20230526-151404_trace.h5
new file mode 100644
index 0000000000000000000000000000000000000000..6fd71ce20419cf9ca6ee04f92d8c322cfc7faa0a
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+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/iterations/best_policy20230526-151404_trace.h5
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a54ba350ef739beacae2e040e50a08ef99e55ef30f3d59694dcbd3358fdb598d
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diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/job_config.yaml b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/job_config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..960536eb72da9adc2c21a48296be0bf05cb12b8f
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/job_config.yaml
@@ -0,0 +1,39 @@
+default:
+- override hydra/output: self
+- override hydra/launcher: self
+env: DKittyStandRandom-v0
+algorithm: NPG
+seed: 123
+sample_mode: trajectories
+rl_num_traj: 96
+rl_num_samples: 0
+num_cpu: 12
+rl_num_iter: 20001
+save_freq: 100
+eval_rollouts: 24
+exp_notes: 'J1c: Run it for way longer with higher init_std. J1b: (using stand configs)
+  J1a: Stand init(was using walk config) . Ported from Robel (not roel dev). J0e:
+  Root pos in world co-ordiante. J0d: H 160, automatic distance computation for bonus
+  (dk_target_dist_cost: 4.0, dk_upright: 1.0, dk_falling: 100.0, dk_heading: 2.0,
+  dk_height: 0.5) J0c: boosting rewards for target error to 10. J0b: lower penalty
+  on upright and height'
+policy_size: (64, 64)
+init_log_std: -0.1
+min_log_std: -2.0
+vf_hidden_size: (128, 128)
+vf_batch_size: 64
+vf_epochs: 2
+vf_learn_rate: 0.001
+rl_step_size: 0.05
+rl_gamma: 0.995
+rl_gae: 0.97
+alg_hyper_params:
+  device: cpu
+job_dir: Projects/robohive/quads/dkitty
+job_name: J1c_standRandom
+suite_name: quads
+wandb_params:
+  use_wandb: true
+  wandb_user: vikashplus
+  wandb_project: quads
+  wandb_exp: J1c_standRandom
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/logs/log.csv b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/logs/log.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d199323b8f859dbcb0548dba73b7132486b070de
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/logs/log.csv
@@ -0,0 +1,20002 @@
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diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/logs/stoc_pol_mean.png b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/logs/stoc_pol_mean.png
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index 0000000000000000000000000000000000000000..efe0c857f24116cf2bda339033852dbd59c27de8
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/logs/stoc_pol_mean.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af5ba776c2a0c7feecbea683968cb4b15add46aff64aa98c3e3b09e0970f5eec
+size 41571
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/multirun.yaml b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/multirun.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..486e34fe3ed5f2f0764894f37a57cc704413f73e
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-35/multirun.yaml
@@ -0,0 +1,207 @@
+hydra:
+  run:
+    dir: ${oc.env:HOME}/${job_dir}/${job_name}${now:%Y-%m-%d}_${now:%H-%M-%S}
+    subdir: .
+  sweep:
+    dir: ${oc.env:HOME}/${job_dir}/${job_name}${now:%Y-%m-%d}_${now:%H-%M-%S}
+    subdir: .
+  launcher:
+    cpus_per_task: 12
+    gpus_per_node: 0
+    tasks_per_node: 1
+    timeout_min: 4320
+    mem_gb: 64
+    name: ${hydra.job.name}
+    _target_: hydra_plugins.hydra_submitit_launcher.submitit_launcher.LocalLauncher
+    submitit_folder: ${hydra.sweep.dir}/.submitit/%j
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: MULTIRUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra/output=self
+    - hydra/launcher=self
+    - hydra.mode=MULTIRUN
+    task:
+    - env=DKittyStandRandom-v0
+    - job_dir=Projects/robohive/quads/dkitty
+    - job_name=J1c_standRandom
+    - init_log_std=-.1
+  job:
+    name: ${env}
+    chdir: null
+    override_dirname: env=DKittyStandRandom-v0,init_log_std=-.1,job_dir=Projects/robohive/quads/dkitty,job_name=J1c_standRandom
+    id: ???
+    num: ???
+    config_name: hydra_quads_config.yaml
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.1'
+    cwd: /home/robopen/Libraries/mjrl_dev/mjrl_dev/hydra
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /home/robopen/Libraries/mjrl_dev/mjrl_dev/hydra/config
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: ???
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: self
+      hydra/output: self
+  verbose: false
+default:
+- override hydra/output: self
+- override hydra/launcher: self
+env: DKittyStandRandom-v0
+algorithm: NPG
+seed: 123
+sample_mode: trajectories
+rl_num_traj: 96
+rl_num_samples: 0
+num_cpu: 12
+rl_num_iter: 20001
+save_freq: 100
+eval_rollouts: 24
+exp_notes: 'J1c: Run it for way longer with higher init_std. J1b: (using stand configs)
+  J1a: Stand init(was using walk config) . Ported from Robel (not roel dev). J0e:
+  Root pos in world co-ordiante. J0d: H 160, automatic distance computation for bonus
+  (dk_target_dist_cost: 4.0, dk_upright: 1.0, dk_falling: 100.0, dk_heading: 2.0,
+  dk_height: 0.5) J0c: boosting rewards for target error to 10. J0b: lower penalty
+  on upright and height'
+policy_size: (64, 64)
+init_log_std: -0.1
+min_log_std: -2.0
+vf_hidden_size: (128, 128)
+vf_batch_size: 64
+vf_epochs: 2
+vf_learn_rate: 0.001
+rl_step_size: 0.05
+rl_gamma: 0.995
+rl_gae: 0.97
+alg_hyper_params:
+  device: cpu
+job_dir: Projects/robohive/quads/dkitty
+job_name: J1c_standRandom
+suite_name: quads
+wandb_params:
+  use_wandb: true
+  wandb_user: vikashplus
+  wandb_project: quads
+  wandb_exp: ${job_name}
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/iterations/Trial0.mp4 b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/iterations/Trial0.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..27bcad8a944d21d75f06cd13cb3d80bb86b59993
Binary files /dev/null and b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/iterations/Trial0.mp4 differ
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/iterations/best_policy.pickle b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/iterations/best_policy.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..32bf23d10aa4223806a1ea4f60470f3b0cea89ec
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/iterations/best_policy.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad531f9e09491e9903ccd7acc36ba12de673a73a76e7a204e9fb2d0b273c1f2a
+size 82064
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/iterations/best_policy20230526-151234_trace.h5 b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/iterations/best_policy20230526-151234_trace.h5
new file mode 100644
index 0000000000000000000000000000000000000000..91803390581165301dcdd46ea7e0c6292f4ff21f
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/iterations/best_policy20230526-151234_trace.h5
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10f3de3ee239b8f75b839e1e6c62022d8e6ea3a165397f73a69a8b00989b42de
+size 689378279
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/job_config.yaml b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/job_config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4f8d0f6c2b53fa2a8b0a5de9d3b3bec7ec00a3da
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/job_config.yaml
@@ -0,0 +1,39 @@
+default:
+- override hydra/output: self
+- override hydra/launcher: self
+env: DKittyStandRandom-v0
+algorithm: NPG
+seed: 123
+sample_mode: trajectories
+rl_num_traj: 96
+rl_num_samples: 0
+num_cpu: 12
+rl_num_iter: 20001
+save_freq: 100
+eval_rollouts: 24
+exp_notes: 'J1c: Run it for way longer with higher init_std. J1b: (using stand configs)
+  J1a: Stand init(was using walk config) . Ported from Robel (not roel dev). J0e:
+  Root pos in world co-ordiante. J0d: H 160, automatic distance computation for bonus
+  (dk_target_dist_cost: 4.0, dk_upright: 1.0, dk_falling: 100.0, dk_heading: 2.0,
+  dk_height: 0.5) J0c: boosting rewards for target error to 10. J0b: lower penalty
+  on upright and height'
+policy_size: (64, 64)
+init_log_std: 0
+min_log_std: -2.0
+vf_hidden_size: (128, 128)
+vf_batch_size: 64
+vf_epochs: 2
+vf_learn_rate: 0.001
+rl_step_size: 0.05
+rl_gamma: 0.995
+rl_gae: 0.97
+alg_hyper_params:
+  device: cpu
+job_dir: Projects/robohive/quads/dkitty
+job_name: J1c_standRandom
+suite_name: quads
+wandb_params:
+  use_wandb: true
+  wandb_user: vikashplus
+  wandb_project: quads
+  wandb_exp: J1c_standRandom
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/logs/log.csv b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/logs/log.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e21c97e9626e79845ce88bae7d817511853d5cbb
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/logs/log.csv
@@ -0,0 +1,20002 @@
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diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/logs/stoc_pol_mean.png b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/logs/stoc_pol_mean.png
new file mode 100644
index 0000000000000000000000000000000000000000..f41df43f49f7de332f3c4294691c5b83e04a2430
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/logs/stoc_pol_mean.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69c76a2c54fea13d11ddaa4c991ffeb84b3dee62c7b4735c4645ff628ad5d548
+size 41902
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/multirun.yaml b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/multirun.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..096e7d2b293a90ed035992531a63dda6d8eae37e
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-35-50/multirun.yaml
@@ -0,0 +1,207 @@
+hydra:
+  run:
+    dir: ${oc.env:HOME}/${job_dir}/${job_name}${now:%Y-%m-%d}_${now:%H-%M-%S}
+    subdir: .
+  sweep:
+    dir: ${oc.env:HOME}/${job_dir}/${job_name}${now:%Y-%m-%d}_${now:%H-%M-%S}
+    subdir: .
+  launcher:
+    cpus_per_task: 12
+    gpus_per_node: 0
+    tasks_per_node: 1
+    timeout_min: 4320
+    mem_gb: 64
+    name: ${hydra.job.name}
+    _target_: hydra_plugins.hydra_submitit_launcher.submitit_launcher.LocalLauncher
+    submitit_folder: ${hydra.sweep.dir}/.submitit/%j
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: MULTIRUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra/output=self
+    - hydra/launcher=self
+    - hydra.mode=MULTIRUN
+    task:
+    - env=DKittyStandRandom-v0
+    - job_dir=Projects/robohive/quads/dkitty
+    - job_name=J1c_standRandom
+    - init_log_std=0
+  job:
+    name: ${env}
+    chdir: null
+    override_dirname: env=DKittyStandRandom-v0,init_log_std=0,job_dir=Projects/robohive/quads/dkitty,job_name=J1c_standRandom
+    id: ???
+    num: ???
+    config_name: hydra_quads_config.yaml
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.1'
+    cwd: /home/robopen/Libraries/mjrl_dev/mjrl_dev/hydra
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /home/robopen/Libraries/mjrl_dev/mjrl_dev/hydra/config
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: ???
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: self
+      hydra/output: self
+  verbose: false
+default:
+- override hydra/output: self
+- override hydra/launcher: self
+env: DKittyStandRandom-v0
+algorithm: NPG
+seed: 123
+sample_mode: trajectories
+rl_num_traj: 96
+rl_num_samples: 0
+num_cpu: 12
+rl_num_iter: 20001
+save_freq: 100
+eval_rollouts: 24
+exp_notes: 'J1c: Run it for way longer with higher init_std. J1b: (using stand configs)
+  J1a: Stand init(was using walk config) . Ported from Robel (not roel dev). J0e:
+  Root pos in world co-ordiante. J0d: H 160, automatic distance computation for bonus
+  (dk_target_dist_cost: 4.0, dk_upright: 1.0, dk_falling: 100.0, dk_heading: 2.0,
+  dk_height: 0.5) J0c: boosting rewards for target error to 10. J0b: lower penalty
+  on upright and height'
+policy_size: (64, 64)
+init_log_std: 0
+min_log_std: -2.0
+vf_hidden_size: (128, 128)
+vf_batch_size: 64
+vf_epochs: 2
+vf_learn_rate: 0.001
+rl_step_size: 0.05
+rl_gamma: 0.995
+rl_gae: 0.97
+alg_hyper_params:
+  device: cpu
+job_dir: Projects/robohive/quads/dkitty
+job_name: J1c_standRandom
+suite_name: quads
+wandb_params:
+  use_wandb: true
+  wandb_user: vikashplus
+  wandb_project: quads
+  wandb_exp: ${job_name}
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/iterations/Trial0.mp4 b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/iterations/Trial0.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..8c21bdf37127615a19b94c52b529580b1e2b8600
Binary files /dev/null and b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/iterations/Trial0.mp4 differ
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/iterations/best_policy.pickle b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/iterations/best_policy.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..8e89158fc9781c32440205a58df0543d0f1db678
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/iterations/best_policy.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af36eb83d830fa6b32520e517fe5ba814c1c63dc7504b89176d9f1f97c452d8b
+size 82064
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/iterations/best_policy20230526-151522_trace.h5 b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/iterations/best_policy20230526-151522_trace.h5
new file mode 100644
index 0000000000000000000000000000000000000000..e94cbc3b2599bc8a16b70b2a3dccf44b8a11c6e6
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/iterations/best_policy20230526-151522_trace.h5
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae87fa737d7922bea481b3bfcf0213b7ea88f57fd24f15f84f94b6e078c5bfc8
+size 690248256
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/job_config.yaml b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/job_config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..feb08b42fe02f5e586c2716cca080f7dd024aa89
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/job_config.yaml
@@ -0,0 +1,39 @@
+default:
+- override hydra/output: self
+- override hydra/launcher: self
+env: DKittyStandRandom-v0
+algorithm: NPG
+seed: 123
+sample_mode: trajectories
+rl_num_traj: 96
+rl_num_samples: 0
+num_cpu: 12
+rl_num_iter: 20001
+save_freq: 100
+eval_rollouts: 24
+exp_notes: 'J1c: Run it for way longer with higher init_std. J1b: (using stand configs)
+  J1a: Stand init(was using walk config) . Ported from Robel (not roel dev). J0e:
+  Root pos in world co-ordiante. J0d: H 160, automatic distance computation for bonus
+  (dk_target_dist_cost: 4.0, dk_upright: 1.0, dk_falling: 100.0, dk_heading: 2.0,
+  dk_height: 0.5) J0c: boosting rewards for target error to 10. J0b: lower penalty
+  on upright and height'
+policy_size: (64, 64)
+init_log_std: 0.2
+min_log_std: -2.0
+vf_hidden_size: (128, 128)
+vf_batch_size: 64
+vf_epochs: 2
+vf_learn_rate: 0.001
+rl_step_size: 0.05
+rl_gamma: 0.995
+rl_gae: 0.97
+alg_hyper_params:
+  device: cpu
+job_dir: Projects/robohive/quads/dkitty
+job_name: J1c_standRandom
+suite_name: quads
+wandb_params:
+  use_wandb: true
+  wandb_user: vikashplus
+  wandb_project: quads
+  wandb_exp: J1c_standRandom
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/logs/log.csv b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/logs/log.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c62102c3207e4aebdaf7b6dfdf00bc9301961f92
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/logs/log.csv
@@ -0,0 +1,20002 @@
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diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/logs/stoc_pol_mean.png b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/logs/stoc_pol_mean.png
new file mode 100644
index 0000000000000000000000000000000000000000..ae6467260196259e1bef32472d093a7d3b3c2840
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/logs/stoc_pol_mean.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff24ed13be1e6cbeec28eaafcce4d0b8b48d554b7b71fa4a6ad956e16611e862
+size 41946
diff --git a/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/multirun.yaml b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/multirun.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..63b61bdd43510b1b8374d93a6b2513cd843975a6
--- /dev/null
+++ b/staging/D_Kitty(expert)/DKittyStandRandom-v0/J1c_standRandom2023-05-23_00-36-12/multirun.yaml
@@ -0,0 +1,207 @@
+hydra:
+  run:
+    dir: ${oc.env:HOME}/${job_dir}/${job_name}${now:%Y-%m-%d}_${now:%H-%M-%S}
+    subdir: .
+  sweep:
+    dir: ${oc.env:HOME}/${job_dir}/${job_name}${now:%Y-%m-%d}_${now:%H-%M-%S}
+    subdir: .
+  launcher:
+    cpus_per_task: 12
+    gpus_per_node: 0
+    tasks_per_node: 1
+    timeout_min: 4320
+    mem_gb: 64
+    name: ${hydra.job.name}
+    _target_: hydra_plugins.hydra_submitit_launcher.submitit_launcher.LocalLauncher
+    submitit_folder: ${hydra.sweep.dir}/.submitit/%j
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: MULTIRUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra/output=self
+    - hydra/launcher=self
+    - hydra.mode=MULTIRUN
+    task:
+    - env=DKittyStandRandom-v0
+    - job_dir=Projects/robohive/quads/dkitty
+    - job_name=J1c_standRandom
+    - init_log_std=0.2
+  job:
+    name: ${env}
+    chdir: null
+    override_dirname: env=DKittyStandRandom-v0,init_log_std=0.2,job_dir=Projects/robohive/quads/dkitty,job_name=J1c_standRandom
+    id: ???
+    num: ???
+    config_name: hydra_quads_config.yaml
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.1'
+    cwd: /home/robopen/Libraries/mjrl_dev/mjrl_dev/hydra
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /home/robopen/Libraries/mjrl_dev/mjrl_dev/hydra/config
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: ???
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: self
+      hydra/output: self
+  verbose: false
+default:
+- override hydra/output: self
+- override hydra/launcher: self
+env: DKittyStandRandom-v0
+algorithm: NPG
+seed: 123
+sample_mode: trajectories
+rl_num_traj: 96
+rl_num_samples: 0
+num_cpu: 12
+rl_num_iter: 20001
+save_freq: 100
+eval_rollouts: 24
+exp_notes: 'J1c: Run it for way longer with higher init_std. J1b: (using stand configs)
+  J1a: Stand init(was using walk config) . Ported from Robel (not roel dev). J0e:
+  Root pos in world co-ordiante. J0d: H 160, automatic distance computation for bonus
+  (dk_target_dist_cost: 4.0, dk_upright: 1.0, dk_falling: 100.0, dk_heading: 2.0,
+  dk_height: 0.5) J0c: boosting rewards for target error to 10. J0b: lower penalty
+  on upright and height'
+policy_size: (64, 64)
+init_log_std: 0.2
+min_log_std: -2.0
+vf_hidden_size: (128, 128)
+vf_batch_size: 64
+vf_epochs: 2
+vf_learn_rate: 0.001
+rl_step_size: 0.05
+rl_gamma: 0.995
+rl_gae: 0.97
+alg_hyper_params:
+  device: cpu
+job_dir: Projects/robohive/quads/dkitty
+job_name: J1c_standRandom
+suite_name: quads
+wandb_params:
+  use_wandb: true
+  wandb_user: vikashplus
+  wandb_project: quads
+  wandb_exp: ${job_name}
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/iterations/Trial0.mp4 b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/iterations/Trial0.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..3273e9b6c48d64c299f0c6e3f1309b98385c4b8b
Binary files /dev/null and b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/iterations/Trial0.mp4 differ
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/iterations/best_policy.pickle b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/iterations/best_policy.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..1b5292c4485c949453054d37123df07144b05e78
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/iterations/best_policy.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cadc6e725c969f044eb07d6cf09d6fe472400faa6ef828fb73483fbe090bc033
+size 64499
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/iterations/best_policy20230526-160624_trace.h5 b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/iterations/best_policy20230526-160624_trace.h5
new file mode 100644
index 0000000000000000000000000000000000000000..ffac88b1877d22c86f61d890712ac49def2de855
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/iterations/best_policy20230526-160624_trace.h5
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfb7ab89370561156347f3c33793e463e310b59692569d1244d4bbeba2cd2e9c
+size 1181605002
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/job_config.yaml b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/job_config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..138c279c8759404de114451f5c95b7607299dd53
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/job_config.yaml
@@ -0,0 +1,37 @@
+default:
+- override hydra/output: self
+- override hydra/launcher: self
+env: DKittyWalkRandom-v0
+algorithm: NPG
+seed: 123
+sample_mode: trajectories
+rl_num_traj: 96
+rl_num_samples: 0
+num_cpu: 12
+rl_num_iter: 10001
+save_freq: 100
+eval_rollouts: 24
+exp_notes: 'J0e: Root pos in world co-ordiante. J0d: H 160, automatic distance computation
+  for bonus (dk_target_dist_cost: 4.0, dk_upright: 1.0, dk_falling: 100.0, dk_heading:
+  2.0, dk_height: 0.5) J0c: boosting rewards for target error to 10. J0b: lower penalty
+  on upright and height'
+policy_size: (64, 64)
+init_log_std: -0.2
+min_log_std: -2.0
+vf_hidden_size: (128, 128)
+vf_batch_size: 64
+vf_epochs: 2
+vf_learn_rate: 0.001
+rl_step_size: 0.05
+rl_gamma: 0.995
+rl_gae: 0.97
+alg_hyper_params:
+  device: cpu
+job_dir: Projects/robohive/quads/dkitty
+job_name: J0e_walkRandom
+suite_name: quads
+wandb_params:
+  use_wandb: true
+  wandb_user: vikashplus
+  wandb_project: quads
+  wandb_exp: J0e_walkRandom
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/logs/log.csv b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/logs/log.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ba2961974296c8ce5df96254fcc97f41231b4a4
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/logs/log.csv
@@ -0,0 +1,10002 @@
+iteration,time_sampling,stoc_pol_mean,stoc_pol_std,stoc_pol_max,stoc_pol_min,rollout_success,alpha,delta,time_vpg,time_npg,kl_dist,surr_improvement,running_score,rwd_sparse,rwd_dense,success_percentage,num_samples,time_VF,VF_error_before,VF_error_after,env_samples,eval_score,eval_success
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diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/logs/stoc_pol_mean.png b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/logs/stoc_pol_mean.png
new file mode 100644
index 0000000000000000000000000000000000000000..da1a9c963f1f8cbac627e991891f97e64de96001
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/logs/stoc_pol_mean.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d183f2ad1a28c4a72c4656668772b2147ec5e5b0e8a073de4e53e84a91e1b72
+size 40107
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/multirun.yaml b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/multirun.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..a636a802f2e351ff80207e1d885806dcc9080596
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-07/multirun.yaml
@@ -0,0 +1,205 @@
+hydra:
+  run:
+    dir: ${oc.env:HOME}/${job_dir}/${job_name}${now:%Y-%m-%d}_${now:%H-%M-%S}
+    subdir: .
+  sweep:
+    dir: ${oc.env:HOME}/${job_dir}/${job_name}${now:%Y-%m-%d}_${now:%H-%M-%S}
+    subdir: .
+  launcher:
+    cpus_per_task: 12
+    gpus_per_node: 0
+    tasks_per_node: 1
+    timeout_min: 4320
+    mem_gb: 64
+    name: ${hydra.job.name}
+    _target_: hydra_plugins.hydra_submitit_launcher.submitit_launcher.LocalLauncher
+    submitit_folder: ${hydra.sweep.dir}/.submitit/%j
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: MULTIRUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra/output=self
+    - hydra/launcher=self
+    - hydra.mode=MULTIRUN
+    task:
+    - env=DKittyWalkRandom-v0
+    - job_dir=Projects/robohive/quads/dkitty
+    - job_name=J0e_walkRandom
+    - init_log_std=-.2
+  job:
+    name: ${env}
+    chdir: null
+    override_dirname: env=DKittyWalkRandom-v0,init_log_std=-.2,job_dir=Projects/robohive/quads/dkitty,job_name=J0e_walkRandom
+    id: ???
+    num: ???
+    config_name: hydra_quads_config.yaml
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.1'
+    cwd: /home/robopen/Libraries/mjrl_dev/mjrl_dev/hydra
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /home/robopen/Libraries/mjrl_dev/mjrl_dev/hydra/config
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: ???
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: self
+      hydra/output: self
+  verbose: false
+default:
+- override hydra/output: self
+- override hydra/launcher: self
+env: DKittyWalkRandom-v0
+algorithm: NPG
+seed: 123
+sample_mode: trajectories
+rl_num_traj: 96
+rl_num_samples: 0
+num_cpu: 12
+rl_num_iter: 10001
+save_freq: 100
+eval_rollouts: 24
+exp_notes: 'J0e: Root pos in world co-ordiante. J0d: H 160, automatic distance computation
+  for bonus (dk_target_dist_cost: 4.0, dk_upright: 1.0, dk_falling: 100.0, dk_heading:
+  2.0, dk_height: 0.5) J0c: boosting rewards for target error to 10. J0b: lower penalty
+  on upright and height'
+policy_size: (64, 64)
+init_log_std: -0.2
+min_log_std: -2.0
+vf_hidden_size: (128, 128)
+vf_batch_size: 64
+vf_epochs: 2
+vf_learn_rate: 0.001
+rl_step_size: 0.05
+rl_gamma: 0.995
+rl_gae: 0.97
+alg_hyper_params:
+  device: cpu
+job_dir: Projects/robohive/quads/dkitty
+job_name: J0e_walkRandom
+suite_name: quads
+wandb_params:
+  use_wandb: true
+  wandb_user: vikashplus
+  wandb_project: quads
+  wandb_exp: ${job_name}
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/iterations/Trial0.mp4 b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/iterations/Trial0.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..8125b33f9bc56d00e8b69183a242e40ea15baf94
Binary files /dev/null and b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/iterations/Trial0.mp4 differ
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/iterations/best_policy.pickle b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/iterations/best_policy.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..1620a74af3892789448f83a4021078b8f5faf155
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/iterations/best_policy.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:20127d8bd734f26940d095346878ba80c8581677ff0da51fd3e0a21240a8df87
+size 64499
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/iterations/best_policy20230526-160856_trace.h5 b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/iterations/best_policy20230526-160856_trace.h5
new file mode 100644
index 0000000000000000000000000000000000000000..fe9168001187de2c344ca35cf8aa12bcb9f2244d
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/iterations/best_policy20230526-160856_trace.h5
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8b7201dad871502551dcde348157572fc48eae30f65137e1b6954f3db2cb1fc
+size 1067986394
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/job_config.yaml b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/job_config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4e6579392b97b73155a411450dbacc173cd9afb0
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/job_config.yaml
@@ -0,0 +1,37 @@
+default:
+- override hydra/output: self
+- override hydra/launcher: self
+env: DKittyWalkRandom-v0
+algorithm: NPG
+seed: 123
+sample_mode: trajectories
+rl_num_traj: 96
+rl_num_samples: 0
+num_cpu: 12
+rl_num_iter: 10001
+save_freq: 100
+eval_rollouts: 24
+exp_notes: 'J0e: Root pos in world co-ordiante. J0d: H 160, automatic distance computation
+  for bonus (dk_target_dist_cost: 4.0, dk_upright: 1.0, dk_falling: 100.0, dk_heading:
+  2.0, dk_height: 0.5) J0c: boosting rewards for target error to 10. J0b: lower penalty
+  on upright and height'
+policy_size: (64, 64)
+init_log_std: -0.4
+min_log_std: -2.0
+vf_hidden_size: (128, 128)
+vf_batch_size: 64
+vf_epochs: 2
+vf_learn_rate: 0.001
+rl_step_size: 0.05
+rl_gamma: 0.995
+rl_gae: 0.97
+alg_hyper_params:
+  device: cpu
+job_dir: Projects/robohive/quads/dkitty
+job_name: J0e_walkRandom
+suite_name: quads
+wandb_params:
+  use_wandb: true
+  wandb_user: vikashplus
+  wandb_project: quads
+  wandb_exp: J0e_walkRandom
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/logs/log.csv b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/logs/log.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e95edf7ff8cfd378308c807b24435ea08d2b0cd
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/logs/log.csv
@@ -0,0 +1,10002 @@
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diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/logs/stoc_pol_mean.png b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/logs/stoc_pol_mean.png
new file mode 100644
index 0000000000000000000000000000000000000000..c30ebf12d61d9d9ae13caf679e5603c8e832694f
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/logs/stoc_pol_mean.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52c6ad612ab7c13376369931d4d533ff8974f32be630d9c56a07ebb0b10c3ff1
+size 40230
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/multirun.yaml b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/multirun.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..f7941d2e1713199bc12635ba324a2a8f52457e31
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-32/multirun.yaml
@@ -0,0 +1,205 @@
+hydra:
+  run:
+    dir: ${oc.env:HOME}/${job_dir}/${job_name}${now:%Y-%m-%d}_${now:%H-%M-%S}
+    subdir: .
+  sweep:
+    dir: ${oc.env:HOME}/${job_dir}/${job_name}${now:%Y-%m-%d}_${now:%H-%M-%S}
+    subdir: .
+  launcher:
+    cpus_per_task: 12
+    gpus_per_node: 0
+    tasks_per_node: 1
+    timeout_min: 4320
+    mem_gb: 64
+    name: ${hydra.job.name}
+    _target_: hydra_plugins.hydra_submitit_launcher.submitit_launcher.LocalLauncher
+    submitit_folder: ${hydra.sweep.dir}/.submitit/%j
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: MULTIRUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra/output=self
+    - hydra/launcher=self
+    - hydra.mode=MULTIRUN
+    task:
+    - env=DKittyWalkRandom-v0
+    - job_dir=Projects/robohive/quads/dkitty
+    - job_name=J0e_walkRandom
+    - init_log_std=-.4
+  job:
+    name: ${env}
+    chdir: null
+    override_dirname: env=DKittyWalkRandom-v0,init_log_std=-.4,job_dir=Projects/robohive/quads/dkitty,job_name=J0e_walkRandom
+    id: ???
+    num: ???
+    config_name: hydra_quads_config.yaml
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.1'
+    cwd: /home/robopen/Libraries/mjrl_dev/mjrl_dev/hydra
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /home/robopen/Libraries/mjrl_dev/mjrl_dev/hydra/config
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: ???
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: self
+      hydra/output: self
+  verbose: false
+default:
+- override hydra/output: self
+- override hydra/launcher: self
+env: DKittyWalkRandom-v0
+algorithm: NPG
+seed: 123
+sample_mode: trajectories
+rl_num_traj: 96
+rl_num_samples: 0
+num_cpu: 12
+rl_num_iter: 10001
+save_freq: 100
+eval_rollouts: 24
+exp_notes: 'J0e: Root pos in world co-ordiante. J0d: H 160, automatic distance computation
+  for bonus (dk_target_dist_cost: 4.0, dk_upright: 1.0, dk_falling: 100.0, dk_heading:
+  2.0, dk_height: 0.5) J0c: boosting rewards for target error to 10. J0b: lower penalty
+  on upright and height'
+policy_size: (64, 64)
+init_log_std: -0.4
+min_log_std: -2.0
+vf_hidden_size: (128, 128)
+vf_batch_size: 64
+vf_epochs: 2
+vf_learn_rate: 0.001
+rl_step_size: 0.05
+rl_gamma: 0.995
+rl_gae: 0.97
+alg_hyper_params:
+  device: cpu
+job_dir: Projects/robohive/quads/dkitty
+job_name: J0e_walkRandom
+suite_name: quads
+wandb_params:
+  use_wandb: true
+  wandb_user: vikashplus
+  wandb_project: quads
+  wandb_exp: ${job_name}
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/iterations/Trial0.mp4 b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/iterations/Trial0.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..8155d62f064656dd47eb2aa6ca720ada17c4bd2d
Binary files /dev/null and b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/iterations/Trial0.mp4 differ
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/iterations/best_policy.pickle b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/iterations/best_policy.pickle
new file mode 100644
index 0000000000000000000000000000000000000000..5f0fd4a6b502890f2350d70e4e7e13421e925e8d
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/iterations/best_policy.pickle
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6ae2e9abd61975d6b231abdf5e660b1e994a196d428e3097e463b862cb08991
+size 64499
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/iterations/best_policy20230526-160413_trace.h5 b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/iterations/best_policy20230526-160413_trace.h5
new file mode 100644
index 0000000000000000000000000000000000000000..b21665c6e16379f13d906c592cf98c69a85afa54
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/iterations/best_policy20230526-160413_trace.h5
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08bf7f4c87c23712572c3a65208b2f3a17d41281da2459ce0045a432d9fa95c8
+size 1054407399
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/job_config.yaml b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/job_config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..a7dc5a4ec1bed7e5e556ba8a6ebfcabc2c15aaf1
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/job_config.yaml
@@ -0,0 +1,37 @@
+default:
+- override hydra/output: self
+- override hydra/launcher: self
+env: DKittyWalkRandom-v0
+algorithm: NPG
+seed: 123
+sample_mode: trajectories
+rl_num_traj: 96
+rl_num_samples: 0
+num_cpu: 12
+rl_num_iter: 10001
+save_freq: 100
+eval_rollouts: 24
+exp_notes: 'J0e: Root pos in world co-ordiante. J0d: H 160, automatic distance computation
+  for bonus (dk_target_dist_cost: 4.0, dk_upright: 1.0, dk_falling: 100.0, dk_heading:
+  2.0, dk_height: 0.5) J0c: boosting rewards for target error to 10. J0b: lower penalty
+  on upright and height'
+policy_size: (64, 64)
+init_log_std: -0.6
+min_log_std: -2.0
+vf_hidden_size: (128, 128)
+vf_batch_size: 64
+vf_epochs: 2
+vf_learn_rate: 0.001
+rl_step_size: 0.05
+rl_gamma: 0.995
+rl_gae: 0.97
+alg_hyper_params:
+  device: cpu
+job_dir: Projects/robohive/quads/dkitty
+job_name: J0e_walkRandom
+suite_name: quads
+wandb_params:
+  use_wandb: true
+  wandb_user: vikashplus
+  wandb_project: quads
+  wandb_exp: J0e_walkRandom
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/logs/log.csv b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/logs/log.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92e6b09c39d68adabf7378d0c53f18cce8ed0d35
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/logs/log.csv
@@ -0,0 +1,10002 @@
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diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/logs/stoc_pol_mean.png b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/logs/stoc_pol_mean.png
new file mode 100644
index 0000000000000000000000000000000000000000..3fbf188cf56791faf36d8b831d3d3687d66066ef
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/logs/stoc_pol_mean.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8368b5c31bee952e8914cc6a082351b52ff30a300efe09fc02e6b67cf0bae044
+size 45054
diff --git a/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/multirun.yaml b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/multirun.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..75e12c0fa4265dddb973fabb46018a99572f2c3f
--- /dev/null
+++ b/staging/D_Kitty(expert)/DkittyWalkRandom-v0/J0e_walkRandom2023-05-20_19-07-46/multirun.yaml
@@ -0,0 +1,205 @@
+hydra:
+  run:
+    dir: ${oc.env:HOME}/${job_dir}/${job_name}${now:%Y-%m-%d}_${now:%H-%M-%S}
+    subdir: .
+  sweep:
+    dir: ${oc.env:HOME}/${job_dir}/${job_name}${now:%Y-%m-%d}_${now:%H-%M-%S}
+    subdir: .
+  launcher:
+    cpus_per_task: 12
+    gpus_per_node: 0
+    tasks_per_node: 1
+    timeout_min: 4320
+    mem_gb: 64
+    name: ${hydra.job.name}
+    _target_: hydra_plugins.hydra_submitit_launcher.submitit_launcher.LocalLauncher
+    submitit_folder: ${hydra.sweep.dir}/.submitit/%j
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: MULTIRUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra/output=self
+    - hydra/launcher=self
+    - hydra.mode=MULTIRUN
+    task:
+    - env=DKittyWalkRandom-v0
+    - job_dir=Projects/robohive/quads/dkitty
+    - job_name=J0e_walkRandom
+    - init_log_std=-.6
+  job:
+    name: ${env}
+    chdir: null
+    override_dirname: env=DKittyWalkRandom-v0,init_log_std=-.6,job_dir=Projects/robohive/quads/dkitty,job_name=J0e_walkRandom
+    id: ???
+    num: ???
+    config_name: hydra_quads_config.yaml
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.1'
+    cwd: /home/robopen/Libraries/mjrl_dev/mjrl_dev/hydra
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /home/robopen/Libraries/mjrl_dev/mjrl_dev/hydra/config
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: ???
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: self
+      hydra/output: self
+  verbose: false
+default:
+- override hydra/output: self
+- override hydra/launcher: self
+env: DKittyWalkRandom-v0
+algorithm: NPG
+seed: 123
+sample_mode: trajectories
+rl_num_traj: 96
+rl_num_samples: 0
+num_cpu: 12
+rl_num_iter: 10001
+save_freq: 100
+eval_rollouts: 24
+exp_notes: 'J0e: Root pos in world co-ordiante. J0d: H 160, automatic distance computation
+  for bonus (dk_target_dist_cost: 4.0, dk_upright: 1.0, dk_falling: 100.0, dk_heading:
+  2.0, dk_height: 0.5) J0c: boosting rewards for target error to 10. J0b: lower penalty
+  on upright and height'
+policy_size: (64, 64)
+init_log_std: -0.6
+min_log_std: -2.0
+vf_hidden_size: (128, 128)
+vf_batch_size: 64
+vf_epochs: 2
+vf_learn_rate: 0.001
+rl_step_size: 0.05
+rl_gamma: 0.995
+rl_gae: 0.97
+alg_hyper_params:
+  device: cpu
+job_dir: Projects/robohive/quads/dkitty
+job_name: J0e_walkRandom
+suite_name: quads
+wandb_params:
+  use_wandb: true
+  wandb_user: vikashplus
+  wandb_project: quads
+  wandb_exp: ${job_name}
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