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1
+ ---
2
+ license: apache-2.0
3
+ task_categories:
4
+ - robotics
5
+ tags:
6
+ - LeRobot
7
+ configs:
8
+ - config_name: default
9
+ data_files: data/*/*.parquet
10
+ ---
11
+
12
+ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
13
+
14
+ ## Dataset Description
15
+
16
+
17
+
18
+ - **Homepage:** [More Information Needed]
19
+ - **Paper:** [More Information Needed]
20
+ - **License:** apache-2.0
21
+
22
+ ## Dataset Structure
23
+
24
+ [meta/info.json](meta/info.json):
25
+ ```json
26
+ {
27
+ "codebase_version": "v2.1",
28
+ "robot_type": "DualPanda",
29
+ "total_episodes": 10,
30
+ "total_frames": 4945,
31
+ "total_tasks": 1,
32
+ "total_videos": 0,
33
+ "total_chunks": 1,
34
+ "chunks_size": 1000,
35
+ "fps": 50,
36
+ "splits": {
37
+ "train": "0:10"
38
+ },
39
+ "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
40
+ "video_path": null,
41
+ "features": {
42
+ "observation.joint": {
43
+ "dtype": "float32",
44
+ "shape": [
45
+ 16
46
+ ],
47
+ "names": [
48
+ "l_robot/joint1",
49
+ "l_robot/joint2",
50
+ "l_robot/joint3",
51
+ "l_robot/joint4",
52
+ "l_robot/joint5",
53
+ "l_robot/joint6",
54
+ "l_robot/joint7",
55
+ "l_robot/right_driver_joint",
56
+ "l_robot/right_coupler_joint",
57
+ "l_robot/right_spring_link_joint",
58
+ "l_robot/right_follower_joint",
59
+ "l_robot/left_driver_joint",
60
+ "l_robot/left_coupler_joint",
61
+ "l_robot/left_spring_link_joint",
62
+ "l_robot/left_follower_joint",
63
+ "r_robot/joint1",
64
+ "r_robot/joint2",
65
+ "r_robot/joint3",
66
+ "r_robot/joint4",
67
+ "r_robot/joint5",
68
+ "r_robot/joint6",
69
+ "r_robot/joint7",
70
+ "r_robot/right_driver_joint",
71
+ "r_robot/right_coupler_joint",
72
+ "r_robot/right_spring_link_joint",
73
+ "r_robot/right_follower_joint",
74
+ "r_robot/left_driver_joint",
75
+ "r_robot/left_coupler_joint",
76
+ "r_robot/left_spring_link_joint",
77
+ "r_robot/left_follower_joint"
78
+ ]
79
+ },
80
+ "observation.state": {
81
+ "dtype": "float32",
82
+ "shape": [
83
+ 30
84
+ ],
85
+ "names": [
86
+ "l_robot/joint1",
87
+ "l_robot/joint2",
88
+ "l_robot/joint3",
89
+ "l_robot/joint4",
90
+ "l_robot/joint5",
91
+ "l_robot/joint6",
92
+ "l_robot/joint7",
93
+ "l_robot/right_driver_joint",
94
+ "l_robot/right_coupler_joint",
95
+ "l_robot/right_spring_link_joint",
96
+ "l_robot/right_follower_joint",
97
+ "l_robot/left_driver_joint",
98
+ "l_robot/left_coupler_joint",
99
+ "l_robot/left_spring_link_joint",
100
+ "l_robot/left_follower_joint",
101
+ "r_robot/joint1",
102
+ "r_robot/joint2",
103
+ "r_robot/joint3",
104
+ "r_robot/joint4",
105
+ "r_robot/joint5",
106
+ "r_robot/joint6",
107
+ "r_robot/joint7",
108
+ "r_robot/right_driver_joint",
109
+ "r_robot/right_coupler_joint",
110
+ "r_robot/right_spring_link_joint",
111
+ "r_robot/right_follower_joint",
112
+ "r_robot/left_driver_joint",
113
+ "r_robot/left_coupler_joint",
114
+ "r_robot/left_spring_link_joint",
115
+ "r_robot/left_follower_joint"
116
+ ]
117
+ },
118
+ "observation.environment_state": {
119
+ "dtype": "float32",
120
+ "shape": [
121
+ 14
122
+ ],
123
+ "names": [
124
+ "mug_with_tag_px",
125
+ "mug_with_tag_py",
126
+ "mug_with_tag_pz",
127
+ "mug_with_tag_qw",
128
+ "mug_with_tag_qx",
129
+ "mug_with_tag_qy",
130
+ "mug_with_tag_qz",
131
+ "mugtree_with_tag_px",
132
+ "mugtree_with_tag_py",
133
+ "mugtree_with_tag_pz",
134
+ "mugtree_with_tag_qw",
135
+ "mugtree_with_tag_qx",
136
+ "mugtree_with_tag_qy",
137
+ "mugtree_with_tag_qz"
138
+ ]
139
+ },
140
+ "observation.environment.block_xy": {
141
+ "dtype": "float32",
142
+ "shape": [
143
+ 2
144
+ ],
145
+ "names": [
146
+ "block_x",
147
+ "block_y"
148
+ ]
149
+ },
150
+ "observation.right_arm.joint": {
151
+ "dtype": "float32",
152
+ "shape": [
153
+ 7
154
+ ]
155
+ },
156
+ "observation.right.joint": {
157
+ "dtype": "float32",
158
+ "shape": [
159
+ 8
160
+ ]
161
+ },
162
+ "observation.left_arm.joint": {
163
+ "dtype": "float32",
164
+ "shape": [
165
+ 7
166
+ ]
167
+ },
168
+ "observation.qvel": {
169
+ "dtype": "float32",
170
+ "shape": [
171
+ 30
172
+ ],
173
+ "names": [
174
+ "l_robot/joint1",
175
+ "l_robot/joint2",
176
+ "l_robot/joint3",
177
+ "l_robot/joint4",
178
+ "l_robot/joint5",
179
+ "l_robot/joint6",
180
+ "l_robot/joint7",
181
+ "l_robot/right_driver_joint",
182
+ "l_robot/right_coupler_joint",
183
+ "l_robot/right_spring_link_joint",
184
+ "l_robot/right_follower_joint",
185
+ "l_robot/left_driver_joint",
186
+ "l_robot/left_coupler_joint",
187
+ "l_robot/left_spring_link_joint",
188
+ "l_robot/left_follower_joint",
189
+ "r_robot/joint1",
190
+ "r_robot/joint2",
191
+ "r_robot/joint3",
192
+ "r_robot/joint4",
193
+ "r_robot/joint5",
194
+ "r_robot/joint6",
195
+ "r_robot/joint7",
196
+ "r_robot/right_driver_joint",
197
+ "r_robot/right_coupler_joint",
198
+ "r_robot/right_spring_link_joint",
199
+ "r_robot/right_follower_joint",
200
+ "r_robot/left_driver_joint",
201
+ "r_robot/left_coupler_joint",
202
+ "r_robot/left_spring_link_joint",
203
+ "r_robot/left_follower_joint"
204
+ ]
205
+ },
206
+ "observation.env_qvel": {
207
+ "dtype": "float32",
208
+ "shape": [
209
+ 12
210
+ ],
211
+ "names": [
212
+ "mug_with_tag_vx",
213
+ "mug_with_tag_vy",
214
+ "mug_with_tag_vz",
215
+ "mug_with_tag_wx",
216
+ "mug_with_tag_wy",
217
+ "mug_with_tag_wz",
218
+ "mugtree_with_tag_vx",
219
+ "mugtree_with_tag_vy",
220
+ "mugtree_with_tag_vz",
221
+ "mugtree_with_tag_wx",
222
+ "mugtree_with_tag_wy",
223
+ "mugtree_with_tag_wz"
224
+ ]
225
+ },
226
+ "observation.ee_pose": {
227
+ "dtype": "float32",
228
+ "shape": [
229
+ 16
230
+ ],
231
+ "names": [
232
+ "l_robot/hand_x",
233
+ "l_robot/hand_y",
234
+ "l_robot/hand_z",
235
+ "l_robot/hand_qw",
236
+ "l_robot/hand_qx",
237
+ "l_robot/hand_qy",
238
+ "l_robot/hand_qz",
239
+ "l_robot/gripper",
240
+ "r_robot/hand_x",
241
+ "r_robot/hand_y",
242
+ "r_robot/hand_z",
243
+ "r_robot/hand_qw",
244
+ "r_robot/hand_qx",
245
+ "r_robot/hand_qy",
246
+ "r_robot/hand_qz",
247
+ "r_robot/gripper"
248
+ ]
249
+ },
250
+ "action.ctrl": {
251
+ "dtype": "float32",
252
+ "shape": [
253
+ 16
254
+ ],
255
+ "names": [
256
+ "l_robot/actuator1",
257
+ "l_robot/actuator2",
258
+ "l_robot/actuator3",
259
+ "l_robot/actuator4",
260
+ "l_robot/actuator5",
261
+ "l_robot/actuator6",
262
+ "l_robot/actuator7",
263
+ "l_robot/fingers_actuator",
264
+ "r_robot/actuator1",
265
+ "r_robot/actuator2",
266
+ "r_robot/actuator3",
267
+ "r_robot/actuator4",
268
+ "r_robot/actuator5",
269
+ "r_robot/actuator6",
270
+ "r_robot/actuator7",
271
+ "r_robot/fingers_actuator"
272
+ ]
273
+ },
274
+ "action.joint": {
275
+ "dtype": "float32",
276
+ "shape": [
277
+ 16
278
+ ],
279
+ "names": [
280
+ "l_robot/actuator1",
281
+ "l_robot/actuator2",
282
+ "l_robot/actuator3",
283
+ "l_robot/actuator4",
284
+ "l_robot/actuator5",
285
+ "l_robot/actuator6",
286
+ "l_robot/actuator7",
287
+ "l_robot/fingers_actuator",
288
+ "r_robot/actuator1",
289
+ "r_robot/actuator2",
290
+ "r_robot/actuator3",
291
+ "r_robot/actuator4",
292
+ "r_robot/actuator5",
293
+ "r_robot/actuator6",
294
+ "r_robot/actuator7",
295
+ "r_robot/fingers_actuator"
296
+ ]
297
+ },
298
+ "action.ee_pose": {
299
+ "dtype": "float32",
300
+ "shape": [
301
+ 16
302
+ ],
303
+ "names": [
304
+ "l_robot/hand_x",
305
+ "l_robot/hand_y",
306
+ "l_robot/hand_z",
307
+ "l_robot/hand_qw",
308
+ "l_robot/hand_qx",
309
+ "l_robot/hand_qy",
310
+ "l_robot/hand_qz",
311
+ "l_robot/gripper",
312
+ "r_robot/hand_x",
313
+ "r_robot/hand_y",
314
+ "r_robot/hand_z",
315
+ "r_robot/hand_qw",
316
+ "r_robot/hand_qx",
317
+ "r_robot/hand_qy",
318
+ "r_robot/hand_qz",
319
+ "r_robot/gripper"
320
+ ]
321
+ },
322
+ "action.right_arm.joint": {
323
+ "dtype": "float32",
324
+ "shape": [
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+ 7
326
+ ]
327
+ },
328
+ "action.right.joint": {
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+ "dtype": "float32",
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+ "shape": [
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+ 8
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+ ]
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+ },
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+ "action.left_arm.joint": {
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+ "dtype": "float32",
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+ "shape": [
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+ 7
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+ ]
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+ },
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+ "action.right_arm.joint.relative": {
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+ "dtype": "float32",
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+ "shape": [
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+ 7
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+ ]
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+ },
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+ "action.left_arm.joint.relative": {
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+ "dtype": "float32",
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+ "shape": [
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+ 7
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+ ]
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+ },
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+ "action.joint.relative": {
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+ "dtype": "float32",
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+ "shape": [
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+ ]
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+ },
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+ "timestamp": {
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+ "dtype": "float32",
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+ "shape": [
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+ ],
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+ "names": null
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+ },
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+ "episode_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "frame_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ ],
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+ "names": null
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+ },
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+ "index": {
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+ "dtype": "int64",
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+ "shape": [
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+ ],
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+ "names": null
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+ },
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+ "task_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ ],
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+ "names": null
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+ },
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+ "shape": [
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+ ],
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+ "names": [
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+ ]
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+ },
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+ "shape": [
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+ 1
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+ ],
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+ "names": [
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+ ]
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+ },
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+ "shape": [
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+ ],
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+ "names": [
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+ "z"
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+ "shape": [
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+ ],
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+ "names": [
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+ "xy"
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+ },
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+ "shape": [
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+ 3
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+ ],
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+ "names": [
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+ "xyz"
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+ ]
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+ },
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+ "shape": [
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+ 4
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+ ],
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+ "names": [
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+ ]
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+ },
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+ "shape": [
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+ 3
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+ ],
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+ "names": [
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+ "euler"
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+ ]
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+ },
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+ "shape": [
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+ ],
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+ "names": [
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+ "posquat"
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+ ]
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+ "shape": [
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+ ],
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+ "names": [
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+ "xaxis"
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+ ]
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+ "shape": [
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+ "names": [
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+ "yaxis"
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+ "shape": [
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+ ],
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+ "names": [
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+ ]
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+ },
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+ "dtype": "float32",
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+ "shape": [
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+ ],
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+ "names": [
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+ ]
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+ ],
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+ },
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+ },
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+ },
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+ ]
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+ },
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+ "observation.environment.mugtree_with_tag.tree3.quat": {
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+ "shape": [
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+ ],
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+ "names": [
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+ "quat"
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+ ]
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+ },
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+ "observation.environment.mugtree_with_tag.tree3.euler": {
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+ ],
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+ "names": [
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+ "euler"
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+ ]
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+ },
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+ "observation.environment.mugtree_with_tag.tree3.posquat": {
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+ ],
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+ ]
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+ },
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+ "observation.environment.mugtree_with_tag.tree3.xaxis": {
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+ "shape": [
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+ ],
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+ "names": [
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+ "xaxis"
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+ ]
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+ },
1109
+ "observation.environment.mugtree_with_tag.tree3.yaxis": {
1110
+ "dtype": "float32",
1111
+ "shape": [
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+ 3
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+ ],
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+ "names": [
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+ "yaxis"
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+ ]
1117
+ },
1118
+ "observation.environment.mugtree_with_tag.tree3.zaxis": {
1119
+ "dtype": "float32",
1120
+ "shape": [
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+ 3
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+ ],
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+ "names": [
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+ "zaxis"
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+ ]
1126
+ },
1127
+ "observation.environment.mugtree_with_tag.tree3.mat": {
1128
+ "dtype": "float32",
1129
+ "shape": [
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+ 3,
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+ 3
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+ ],
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+ "names": [
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+ ]
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+ },
1137
+ "observation.environment.mugtree_with_tag.tree3.full_mat": {
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+ "dtype": "float32",
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+ },
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+ "observation.environment.mugtree_with_tag.tree3.reduced_mat": {
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1153
+ ]
1154
+ }
1155
+ }
1156
+ }
1157
+ ```
1158
+
1159
+
1160
+ ## Citation
1161
+
1162
+ **BibTeX:**
1163
+
1164
+ ```bibtex
1165
+ [More Information Needed]
1166
+ ```