On Grounded Planning for Embodied Tasks with Language Models
Paper • 2209.00465 • Published • 1
id stringlengths 31 31 | input_task stringlengths 6 164 | input_table sequence | input_table_md stringlengths 3.62k 13.5k | output_text sequence | output_list sequence | label stringclasses 1
value |
|---|---|---|---|---|---|---|
trial_T20190909_094258_737509-0 | examine keys with the lamp | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" -0.25",
" 0.937",
" -0.75",
" 0",
" 0",
" 0",
""
],
[
"1",
" Mug",
... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- -------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent -0.25 0.937 -0.7... | [
"STEP 1: walk across the room to the chair, turn right, walk to wall, turn right to face lamp | STEP 2: turn the lamp on | STEP 3: pick up the keys that are on the table | END"
] | [
[
"STEP 1: walk across the room to the chair, turn right, walk to wall, turn right to face lamp ",
" STEP 2: turn the lamp on ",
" STEP 3: pick up the keys that are on the table ",
" END"
]
] | seen |
trial_T20190909_094258_737509-1 | turn a lamp on and pick up the keys on the table | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" -0.25",
" 0.937",
" -0.75",
" 0",
" 0",
" 0",
""
],
[
"1",
" Mug",
... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- -------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent -0.25 0.937 -0.7... | [
"STEP 1: turn left then turn right and walk straight towards the chair then turn right towards the wall and turn right towards the table | STEP 2: turn the lamp on that is on the table | STEP 3: pick up the keys on the table | END"
] | [
[
"STEP 1: turn left then turn right and walk straight towards the chair then turn right towards the wall and turn right towards the table ",
" STEP 2: turn the lamp on that is on the table ",
" STEP 3: pick up the keys on the table ",
" END"
]
] | seen |
trial_T20190909_094258_737509-2 | Look at some keys under the light of a lit lamp. | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" -0.25",
" 0.937",
" -0.75",
" 0",
" 0",
" 0",
""
],
[
"1",
" Mug",
... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- -------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent -0.25 0.937 -0.7... | [
"STEP 1: Take a right around the bed to reach the nightstand. | STEP 2: Turn on the lamp. | STEP 3: Pick up the keys from the nightstand. | END"
] | [
[
"STEP 1: Take a right around the bed to reach the nightstand. ",
" STEP 2: Turn on the lamp. ",
" STEP 3: Pick up the keys from the nightstand. ",
" END"
]
] | seen |
trial_T20190910_231732_446078-0 | To cut an apple as well as place a piece in the freezer. | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" 0.5",
" 0.900",
" 0.25",
" 0",
" 180",
" 0",
""
],
[
"1",
" Potato",
... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- -------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent 0.5 0.900 0.25... | [
"STEP 1: Walk forward across the room and turn right to face the counter. | STEP 2: Pick up the knife on the counter. | STEP 3: Turn around and walk around the table to face the counter with tomato and apple on it on the far side of the room. | STEP 4: Cut the apple into three pieces. | STEP 5: Turn left, walk forw... | [
[
"STEP 1: Walk forward across the room and turn right to face the counter. ",
" STEP 2: Pick up the knife on the counter. ",
" STEP 3: Turn around and walk around the table to face the counter with tomato and apple on it on the far side of the room. ",
" STEP 4: Cut the apple into three pieces. ",
... | seen |
trial_T20190910_231732_446078-1 | Put cooked apple in the freezer. | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" 0.5",
" 0.900",
" 0.25",
" 0",
" 180",
" 0",
""
],
[
"1",
" Potato",
... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- -------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent 0.5 0.900 0.25... | [
"STEP 1: Go forward, hang a left and go to the counter to the right of the stove. | STEP 2: Pick up the big knife that is on the counter. | STEP 3: Turn around and go to the fridge, hang a right, go forward to the counter with the paper towels on it that is on the left. | STEP 4: Cut the apple that is on the cou... | [
[
"STEP 1: Go forward, hang a left and go to the counter to the right of the stove. ",
" STEP 2: Pick up the big knife that is on the counter. ",
" STEP 3: Turn around and go to the fridge, hang a right, go forward to the counter with the paper towels on it that is on the left. ",
" STEP 4: Cut t... | seen |
trial_T20190910_231732_446078-2 | Place the warm apple slice in the fridge. | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" 0.5",
" 0.900",
" 0.25",
" 0",
" 180",
" 0",
""
],
[
"1",
" Potato",
... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- -------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent 0.5 0.900 0.25... | [
"STEP 1: Turn to the left, walk to the right of the stove. | STEP 2: Pick up the knife. | STEP 3: Turn around, cross the room, face the counter to the right of the fridge. | STEP 4: Cut the apple on the counter. | STEP 5: Go to the left to the fridge. | STEP 6: Put the knife on the top shelf of the bottom part... | [
[
"STEP 1: Turn to the left, walk to the right of the stove. ",
" STEP 2: Pick up the knife. ",
" STEP 3: Turn around, cross the room, face the counter to the right of the fridge. ",
" STEP 4: Cut the apple on the counter. ",
" STEP 5: Go to the left to the fridge. ",
" STEP 6: Put the ... | seen |
trial_T20190907_144839_536922-0 | Put the sponge on the back of the toilet. | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" -2.0",
" 0.913",
" 0.5",
" 0",
" 0",
" 0",
""
],
[
"1",
" TissueBox",
... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- ----------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent -2.0 0.913 ... | [
"STEP 1: Turn left and go to the shelf. | STEP 2: Pick up the sponge. | STEP 3: Turn around and walk to the toilet | STEP 4: Put the sponge on the back of the toilet. | END"
] | [
[
"STEP 1: Turn left and go to the shelf. ",
" STEP 2: Pick up the sponge. ",
" STEP 3: Turn around and walk to the toilet ",
" STEP 4: Put the sponge on the back of the toilet. ",
" END"
]
] | seen |
trial_T20190907_144839_536922-1 | Put a sponge on the back of the toilet. | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" -2.0",
" 0.913",
" 0.5",
" 0",
" 0",
" 0",
""
],
[
"1",
" TissueBox",
... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- ----------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent -2.0 0.913 ... | [
"STEP 1: Go straight, then turn left at the metal shelf. | STEP 2: Take the sponge from the shelf. | STEP 3: Turn right, then turn right, then go straight, to the toilet. | STEP 4: Place the sponge on the back of the toilet. | END"
] | [
[
"STEP 1: Go straight, then turn left at the metal shelf. ",
" STEP 2: Take the sponge from the shelf. ",
" STEP 3: Turn right, then turn right, then go straight, to the toilet. ",
" STEP 4: Place the sponge on the back of the toilet. ",
" END"
]
] | seen |
trial_T20190907_144839_536922-2 | Place a sponge on the top of a toilet. | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" -2.0",
" 0.913",
" 0.5",
" 0",
" 0",
" 0",
""
],
[
"1",
" TissueBox",
... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- ----------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent -2.0 0.913 ... | [
"STEP 1: Walk to the steel rack to the right of the sink. | STEP 2: Pick up the sponge from the steel rack. | STEP 3: Turn around and walk to the toilet. | STEP 4: Put the sponge on the top of the toilet, just to the right of the toilet paper. | END"
] | [
[
"STEP 1: Walk to the steel rack to the right of the sink. ",
" STEP 2: Pick up the sponge from the steel rack. ",
" STEP 3: Turn around and walk to the toilet. ",
" STEP 4: Put the sponge on the top of the toilet, just to the right of the toilet paper. ",
" END"
]
] | seen |
trial_T20190909_011606_013059-0 | Put a credit card on the chair. | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" 0.0",
" 0.901",
" 2.0",
" 0",
" 270",
" 0",
""
],
[
"1",
" Book",
"... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- -------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent 0.0 0.901 2.0 ... | [
"STEP 1: Walk to the coffee table then take a step to your left and walk to the coffee table then turn right to face it. | STEP 2: Pick up the credit card farthest to the right. | STEP 3: Turn left and walk to the curtains and then turn left and walk to the chair. | STEP 4: Put the credit card near the edge of the ... | [
[
"STEP 1: Walk to the coffee table then take a step to your left and walk to the coffee table then turn right to face it. ",
" STEP 2: Pick up the credit card farthest to the right. ",
" STEP 3: Turn left and walk to the curtains and then turn left and walk to the chair. ",
" STEP 4: Put the credit... | seen |
trial_T20190909_011606_013059-1 | Move a credit card from the coffee table to the striped armchair. | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" 0.0",
" 0.901",
" 2.0",
" 0",
" 270",
" 0",
""
],
[
"1",
" Book",
"... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- -------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent 0.0 0.901 2.0 ... | [
"STEP 1: Walk to the coffee table. | STEP 2: Pick up the furthest credit card to the right on the coffee table. | STEP 3: Turn around and walk to the striped armchair. | STEP 4: Set the credit card down on the seat of the striped armchair. | END"
] | [
[
"STEP 1: Walk to the coffee table. ",
" STEP 2: Pick up the furthest credit card to the right on the coffee table. ",
" STEP 3: Turn around and walk to the striped armchair. ",
" STEP 4: Set the credit card down on the seat of the striped armchair. ",
" END"
]
] | seen |
trial_T20190909_011606_013059-2 | Move a card from the table to the chair. | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" 0.0",
" 0.901",
" 2.0",
" 0",
" 270",
" 0",
""
],
[
"1",
" Book",
"... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- -------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent 0.0 0.901 2.0 ... | [
"STEP 1: Walk to the coffee table on the cards' side. | STEP 2: Grab the right card from the table. | STEP 3: Walk to the white chair on your left. | STEP 4: Place the card on the chair. | END"
] | [
[
"STEP 1: Walk to the coffee table on the cards' side. ",
" STEP 2: Grab the right card from the table. ",
" STEP 3: Walk to the white chair on your left. ",
" STEP 4: Place the card on the chair. ",
" END"
]
] | seen |
trial_T20190909_075240_427378-0 | Put a slice of warm bread in the fridge. | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" 1.0",
" 0.900",
" 2.0",
" 0",
" 0",
" 0",
""
],
[
"1",
" Kettle",
"... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- -------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent 1.0 0.900 2.0 ... | [
"STEP 1: Turn around and move to the microwave on the left. | STEP 2: Pick up the knife to your right. | STEP 3: Turn around and move around the island to the loaf of bread on the counter. | STEP 4: Slice the bread on the counter. | STEP 5: Turn to the right and move around the counter to the microwave. | STEP 6: P... | [
[
"STEP 1: Turn around and move to the microwave on the left. ",
" STEP 2: Pick up the knife to your right. ",
" STEP 3: Turn around and move around the island to the loaf of bread on the counter. ",
" STEP 4: Slice the bread on the counter. ",
" STEP 5: Turn to the right and move around the cou... | seen |
trial_T20190909_075240_427378-1 | Put a knife in the microwave and a slice of bread in the refrigerator. | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" 1.0",
" 0.900",
" 2.0",
" 0",
" 0",
" 0",
""
],
[
"1",
" Kettle",
"... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- -------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent 1.0 0.900 2.0 ... | [
"STEP 1: Turn around and go to the end of the counter and turn towards the microwave. | STEP 2: Pick up the knife on the on the counter, to your right. | STEP 3: Turn around and go to the end of the counter, then turn right and go to the island on your right. | STEP 4: Cut the loaf of bread on the edge of the is... | [
[
"STEP 1: Turn around and go to the end of the counter and turn towards the microwave. ",
" STEP 2: Pick up the knife on the on the counter, to your right. ",
" STEP 3: Turn around and go to the end of the counter, then turn right and go to the island on your right. ",
" STEP 4: Cut the loaf of ... | seen |
trial_T20190909_075240_427378-2 | put a slice of hot bread in the refrigerator | [
[
"id",
" object_type",
" position_x",
" position_y",
" position_z",
" rotation_x",
" rotation_y",
" rotation_z",
" parent_receptacle"
],
[
"0",
" Agent",
" 1.0",
" 0.900",
" 2.0",
" 0",
" 0",
" 0",
""
],
[
"1",
" Kettle",
"... | id object_type position_x position_y position_z rotation_x rotation_y rotation_z parent_receptacle
---- -------------- ------------- ------------- ------------- ------------- ------------- ------------- --------------------
0 Agent 1.0 0.900 2.0 ... | [
"STEP 1: turn then walk to the microwave | STEP 2: pick up the knife is next to the microwave | STEP 3: \n turn and walk to the bread that is on the table | STEP 4: slice the bread that is on the table | STEP 5: walked back to the microwave | STEP 6: put the knife in the microwave | STEP 7: walk back to the b... | [
[
"STEP 1: turn then walk to the microwave ",
" STEP 2: pick up the knife is next to the microwave ",
" STEP 3: \n turn and walk to the bread that is on the table ",
" STEP 4: slice the bread that is on the table ",
" STEP 5: walked back to the microwave ",
" STEP 6: put the knife in th... | seen |
This G-PlanET dataset is built on AI2 ALFRED.
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]
[More Information Needed]