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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
episode_id: string
task_id: string
task_type: string
trial_id: string
game_file: string
split: string
seed: int64
task_index: int64
repeat_index: int64
num_steps: int64
total_reward: double
success: bool
error_type: string
timestamp: string
worker_id: int64
fail_dropped_procedural: int64
add_ops: list<item: struct<op: string, name: string, type: string, summary: string, details: string, steps: l (... 19 chars omitted)
child 0, item: struct<op: string, name: string, type: string, summary: string, details: string, steps: list<item: s (... 7 chars omitted)
child 0, op: string
child 1, name: string
child 2, type: string
child 3, summary: string
child 4, details: string
child 5, steps: list<item: string>
child 0, item: string
num_add_ops: int64
gen_text: string
trace_id: string
task_type_full: string
writer: string
to
{'trace_id': Value('string'), 'task_id': Value('string'), 'task_type_full': Value('string'), 'task_type': Value('string'), 'game_file': Value('string'), 'success': Value('bool'), 'add_ops': List({'op': Value('string'), 'name': Value('string'), 'type': Value('string'), 'summary': Value('string'), 'details': Value('string'), 'steps': List(Value('string'))}), 'num_add_ops': Value('int64'), 'gen_text': Value('string'), 'fail_dropped_procedural': Value('int64'), 'writer': Value('string')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 299, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
episode_id: string
task_id: string
task_type: string
trial_id: string
game_file: string
split: string
seed: int64
task_index: int64
repeat_index: int64
num_steps: int64
total_reward: double
success: bool
error_type: string
timestamp: string
worker_id: int64
fail_dropped_procedural: int64
add_ops: list<item: struct<op: string, name: string, type: string, summary: string, details: string, steps: l (... 19 chars omitted)
child 0, item: struct<op: string, name: string, type: string, summary: string, details: string, steps: list<item: s (... 7 chars omitted)
child 0, op: string
child 1, name: string
child 2, type: string
child 3, summary: string
child 4, details: string
child 5, steps: list<item: string>
child 0, item: string
num_add_ops: int64
gen_text: string
trace_id: string
task_type_full: string
writer: string
to
{'trace_id': Value('string'), 'task_id': Value('string'), 'task_type_full': Value('string'), 'task_type': Value('string'), 'game_file': Value('string'), 'success': Value('bool'), 'add_ops': List({'op': Value('string'), 'name': Value('string'), 'type': Value('string'), 'summary': Value('string'), 'details': Value('string'), 'steps': List(Value('string'))}), 'num_add_ops': Value('int64'), 'gen_text': Value('string'), 'fail_dropped_procedural': Value('int64'), 'writer': Value('string')}
because column names don't match
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1832, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
trace_id string | task_id string | task_type_full string | task_type string | game_file string | success bool | add_ops list | num_add_ops int64 | gen_text string | fail_dropped_procedural int64 | writer string |
|---|---|---|---|---|---|---|---|---|---|---|
ep_t00000_r000_83849bfa | alf_3219be8130cf | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-301/trial_T20190907_174127_043461/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure_1",
"type": "semantic",
"summary": "Repeatedly taking and moving objects on the same surface without progressing toward the goal of looking at the alarmclock under the desklamp.",
"details": "The agent took multiple objects (alarmclock, bowl, ... | 1 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure_1
summary: Repeatedly taking and moving objects on the same surface without progressing toward the goal of looking at the alarmclock under the desklamp.
details: The agent took multiple objects (alarmclock, bowl, cd 1, cd 2, mug 1) from desk 1, examined them, and then ... | 0 | qwen14b |
ep_t00001_r000_f8db8525 | alf_6fca412f8ead | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-301/trial_T20190907_174142_375532/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_under_desklamp",
"type": "procedural",
"summary": "Procedure to complete 'look at X under the desklamp' tasks.",
"details": "",
"steps": [
"take [object] from its location",
"go to the location containing the desklamp",
"use desklamp"
... | 3 | INSERT_PROCEDURAL
name: look_at_obj_under_desklamp
type: workflow
summary: Procedure to complete 'look at X under the desklamp' tasks.
steps: ["take [object] from its location", "go to the location containing the desklamp", "use desklamp"]
END
INSERT_SEMANTIC
name: desklamp_location_hint
summary: Desklamps are commonl... | 0 | 397b |
ep_t00002_r000_24be06af | alf_4a61689c4212 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-301/trial_T20190907_174157_650656/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Sequence to examine an object using a light source.",
"details": "",
"steps": [
"take <target_object> from its location",
"search for a light source (e.g., desklamp, floorlamp) by checking s... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Sequence to examine an object using a light source.
steps: ["take <target_object> from its location", "search for a light source (e.g., desklamp, floorlamp) by checking surfaces like desks, dressers, or shelves", "go to the location of the li... | 0 | 397b |
ep_t00003_r000_8d59d163 | alf_902171013424 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-302/trial_T20190908_192756_298295/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure_1",
"type": "semantic",
"summary": "Attempting to examine an object without first turning on the light source.",
"details": "The agent attempted to examine the alarmclock 1 (step 32) before activating the desklamp 1 (step 31), which resulted i... | 3 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure_1
summary: Attempting to examine an object without first turning on the light source.
details: The agent attempted to examine the alarmclock 1 (step 32) before activating the desklamp 1 (step 31), which resulted in "Nothing happens." The desklamp was later turned on, b... | 0 | qwen14b |
ep_t00004_r000_2a3e23c4 | alf_dea0a9640eb3 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-302/trial_T20190908_192808_880740/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure",
"type": "semantic",
"summary": "Attempting to move an object to a light source while not holding it, and attempting to take a light source while holding another object.",
"details": "The agent attempted to take a pencil while already holding... | 1 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure
summary: Attempting to move an object to a light source while not holding it, and attempting to take a light source while holding another object.
details: The agent attempted to take a pencil while already holding an alarmclock ("take pencil 1 from sidetable 1 → Nothin... | 0 | gemma4 |
ep_t00005_r000_b4e4fa80 | alf_d8e4bb75e036 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-302/trial_T20190908_192820_480968/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Procedure to examine an object using a light source by locating both, taking the object, and using the light source.",
"details": "",
"steps": [
"Search furniture (desks, sidetables, shelves) to l... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Procedure to examine an object using a light source by locating both, taking the object, and using the light source.
steps: ["Search furniture (desks, sidetables, shelves) to locate the target object and the light source.", "If both are found... | 0 | 397b |
ep_t00006_r000_e67aae3f | alf_6cb28625133f | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-303/trial_T20190908_144933_600228/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Procedure to examine an object using a light source like a desklamp.",
"details": "",
"steps": [
"go to the location containing the target object and the light source",
"use the light source... | 2 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Procedure to examine an object using a light source like a desklamp.
steps: ["go to the location containing the target object and the light source", "use the light source to turn it on", "take the target object from the surface"]
END
INSERT_... | 0 | 397b |
ep_t00007_r000_85af98ba | alf_7a6d8ccbe44d | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-303/trial_T20190908_144950_175895/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_missing_held_object",
"type": "semantic",
"summary": "The agent repeatedly attempts to \"look at [object]\" while standing near the light source but not holding the target object, resulting in \"Nothing happens\".",
"details": "The agent turns on the ... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: look_at_obj_in_light_missing_held_object
summary: The agent repeatedly attempts to "look at [object]" while standing near the light source but not holding the target object, resulting in "Nothing happens".
details: The agent turns on the desklamp ("use desklamp 1") but remains at t... | 0 | 397b |
ep_t00008_r000_b3f340bb | alf_1fe7cf08d2f3 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-303/trial_T20190908_145005_617119/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure",
"type": "semantic",
"summary": "Agent repeatedly moves objects between surfaces without examining the target object with the light source.",
"details": "The agent took and moved multiple objects (book, mug, vase) between desk 1 and sidetable... | 1 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure
summary: Agent repeatedly moves objects between surfaces without examining the target object with the light source.
details: The agent took and moved multiple objects (book, mug, vase) between desk 1 and sidetable 1, and repeatedly turned on the desklamp 1, but never a... | 0 | qwen14b |
ep_t00009_r000_7fba03af | alf_cf15efe0a48c | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-304/trial_T20190907_170557_255365/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_under_lamp",
"type": "procedural",
"summary": "Procedure to complete 'look at [object] under [lamp]' tasks by retrieving the object and activating the lamp.",
"details": "",
"steps": [
"go to the location of the target object",
"take the target... | 3 | INSERT_PROCEDURAL
name: look_at_obj_under_lamp
type: workflow
summary: Procedure to complete 'look at [object] under [lamp]' tasks by retrieving the object and activating the lamp.
steps: ["go to the location of the target object", "take the target object", "go to the location of the specified lamp", "use the lamp"]
EN... | 0 | 397b |
ep_t00010_r000_558fda76 | alf_a819e2e7cae7 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-304/trial_T20190907_170615_242578/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure_1",
"type": "semantic",
"summary": "Agent repeatedly examines and interacts with irrelevant objects without successfully locating or inspecting the target object under the light.",
"details": "The agent examined multiple objects (cd 1, creditc... | 3 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure_1
summary: Agent repeatedly examines and interacts with irrelevant objects without successfully locating or inspecting the target object under the light.
details: The agent examined multiple objects (cd 1, creditcard 2, etc.) and locations (desk 1, drawer 3, drawer 2, ... | 0 | qwen14b |
ep_t00011_r000_949cb836 | alf_fb0182f20192 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-304/trial_T20190909_152102_649589/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure_1",
"type": "semantic",
"summary": "Attempting to examine an object while not holding the light source.",
"details": "The agent attempted to \"examine the alarmclock with the desklamp\" but failed to take the desklamp first. The agent repeated... | 3 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure_1
summary: Attempting to examine an object while not holding the light source.
details: The agent attempted to "examine the alarmclock with the desklamp" but failed to take the desklamp first. The agent repeatedly tried to interact with the desklamp and alarmclock with... | 0 | qwen14b |
ep_t00012_r000_95983ad0 | alf_55eb17e104ca | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-305/trial_T20190908_082723_323728/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure",
"type": "semantic",
"summary": "Agent repeatedly moves objects between desk and drawer without ever looking at the alarmclock under the desklamp.",
"details": "The agent performed multiple cycles of taking, moving, and examining objects on t... | 1 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure
summary: Agent repeatedly moves objects between desk and drawer without ever looking at the alarmclock under the desklamp.
details: The agent performed multiple cycles of taking, moving, and examining objects on the desk and in the drawer (e.g., "take cellphone 1 from ... | 0 | qwen14b |
ep_t00013_r000_78d3a2d2 | alf_98bd72c51802 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-305/trial_T20190908_082736_108723/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_wrong_target",
"type": "semantic",
"summary": "The agent collected and moved multiple irrelevant objects instead of locating and using the light source (desklamp) to examine the target object.",
"details": "The agent picked up \"alarmclock 3\" and \"a... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: look_at_obj_in_light_wrong_target
summary: The agent collected and moved multiple irrelevant objects instead of locating and using the light source (desklamp) to examine the target object.
details: The agent picked up "alarmclock 3" and "alarmclock 2" from the desk and moved them t... | 0 | 397b |
ep_t00014_r000_d007e165 | alf_754bd19d606b | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-305/trial_T20190908_120957_213796/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure",
"type": "semantic",
"summary": "Agent repeatedly attempts to take an object that is already in hand, leading to no progress.",
"details": "The agent takes alarmclock 1 from desk 1, then repeatedly attempts to take alarmclock 2 from desk 1 wh... | 1 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure
summary: Agent repeatedly attempts to take an object that is already in hand, leading to no progress.
details: The agent takes alarmclock 1 from desk 1, then repeatedly attempts to take alarmclock 2 from desk 1 while already holding alarmclock 1. These attempts fail wi... | 0 | qwen14b |
ep_t00015_r000_1bfa3b32 | alf_a99229959028 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-309/trial_T20190908_062755_880343/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Look at an object under a light source",
"details": "",
"steps": [
"take [object]",
"go to [light_source]",
"use [light_source]"
]
}
] | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Look at an object under a light source
steps: ["take [object]", "go to [light_source]", "use [light_source]"]
END | 0 | gemma4 |
ep_t00016_r000_0d250ef4 | alf_54baa02e1369 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-309/trial_T20190908_062818_332126/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Procedure to look at an object under a specific light source.",
"details": "",
"steps": [
"go to the location of the target object",
"take the target object",
"go to the location of th... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Procedure to look at an object under a specific light source.
steps: ["go to the location of the target object", "take the target object", "go to the location of the light source", "use the light source"]
END
INSERT_SEMANTIC
name: light_sour... | 0 | 397b |
ep_t00017_r000_94dc4ec1 | alf_f01fa809cead | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-309/trial_T20190908_062834_443450/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Procedure to examine an object using a light source.",
"details": "",
"steps": [
"go to the location containing the target object",
"take the target object",
"go to the location contai... | 2 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Procedure to examine an object using a light source.
steps: ["go to the location containing the target object", "take the target object", "go to the location containing the light source (e.g., desklamp, floorlamp)", "use the light source"]
EN... | 0 | 397b |
ep_t00018_r000_83b957c6 | alf_571ff98f1028 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-314/trial_T20190908_042426_942777/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Procedure to examine an object using a light source.",
"details": "",
"steps": [
"go to [location] where both the target object and light source are located",
"use [light_source] to turn it ... | 2 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Procedure to examine an object using a light source.
steps: ["go to [location] where both the target object and light source are located", "use [light_source] to turn it on", "take [target_object] from [location]"]
END
INSERT_SEMANTIC
name: ... | 0 | 397b |
ep_t00019_r000_be02caff | alf_f25c599460f0 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-314/trial_T20190908_042438_590230/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Procedure to look at an object under a specific light source.",
"details": "",
"steps": [
"go to [location_of_light_and_object]",
"use [light_source]",
"look",
"take [target_obje... | 2 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Procedure to look at an object under a specific light source.
steps: ["go to [location_of_light_and_object]", "use [light_source]", "look", "take [target_object] from [location]"]
END
INSERT_SEMANTIC
name: desklamp_activation_requirement
sum... | 0 | 397b |
ep_t00020_r000_63d053f5 | alf_747f791aeb40 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-314/trial_T20190908_042454_725701/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Procedure to look at an object under a specific light source.",
"details": "",
"steps": [
"go to [location] where the light source and target object are located",
"use [light_source] to turn... | 2 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Procedure to look at an object under a specific light source.
steps: ["go to [location] where the light source and target object are located", "use [light_source] to turn it on", "take [target_object] from [location]"]
END
INSERT_SEMANTIC
na... | 0 | 397b |
ep_t00021_r000_6fb1c1d3 | alf_70fbc843a138 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-316/trial_T20190906_202253_509816/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure",
"type": "semantic",
"summary": "Repeatedly examining an object without successfully using the light source to illuminate it.",
"details": "The agent repeatedly went to the sidetable, examined the alarmclock, and examined the sidetable, but n... | 1 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure
summary: Repeatedly examining an object without successfully using the light source to illuminate it.
details: The agent repeatedly went to the sidetable, examined the alarmclock, and examined the sidetable, but never successfully used the desklamp to illuminate the al... | 0 | qwen14b |
ep_t00022_r000_a7876030 | alf_763be737ecee | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-316/trial_T20190906_202305_162111/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Look at an object under a light source",
"details": "",
"steps": [
"go to [location]",
"use [light_source]",
"take [object] from [location]"
]
},
{
"op": "add",
"name": "light_s... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Look at an object under a light source
steps: ["go to [location]", "use [light_source]", "take [object] from [location]"]
END
INSERT_SEMANTIC
name: light_source_activation
summary: Activating a light source is required before interacting with objects... | 0 | qwen14b |
ep_t00023_r000_afdd21a0 | alf_23c2f2982d67 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-317/trial_T20190909_070740_947572/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_missing_transport",
"type": "semantic",
"summary": "The agent repeatedly turns on the light source but fails to take the target object and bring it to the light, resulting in \"Nothing happens\" when attempting to look at the object under the lamp.",
... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: look_at_obj_in_light_missing_transport
summary: The agent repeatedly turns on the light source but fails to take the target object and bring it to the light, resulting in "Nothing happens" when attempting to look at the object under the lamp.
details: The agent successfully execute... | 0 | 397b |
ep_t00024_r000_27819917 | alf_8698750beba5 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-317/trial_T20190909_070750_539624/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Examine an object using a light source",
"details": "",
"steps": [
"go to light source",
"use light source",
"go to object location",
"take object",
"examine object",
"go back... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Examine an object using a light source
steps: ["go to light source", "use light source", "go to object location", "take object", "examine object", "go back to light source"]
END
INSERT_SEMANTIC
name: light_source_usage
summary: Light sources need to ... | 0 | qwen14b |
ep_t00025_r000_50e20b4a | alf_cb0a2e6c1b2f | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-318/trial_T20190906_180754_637797/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_wrong_target_loop",
"type": "semantic",
"summary": "The agent repeatedly picks up, moves, and examines irrelevant objects instead of locating the target object to examine with the light source.",
"details": "The agent turns on the desklamp but then en... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: look_at_obj_in_light_wrong_target_loop
summary: The agent repeatedly picks up, moves, and examines irrelevant objects instead of locating the target object to examine with the light source.
details: The agent turns on the desklamp but then enters a loop of searching for and manipul... | 0 | 397b |
ep_t00026_r000_9b8f96b6 | alf_caff9cbc520f | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-318/trial_T20190906_180821_654558/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Procedure for looking at an object under a light source.",
"details": "",
"steps": [
"go to [object_location]",
"look",
"use [light_source]",
"look",
"take [object] from [object_loc... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Procedure for looking at an object under a light source.
steps: ["go to [object_location]", "look", "use [light_source]", "look", "take [object] from [object_location]"]
END
INSERT_SEMANTIC
name: light_source_activation
summary: Using a light source ... | 0 | qwen14b |
ep_t00027_r000_eaae0132 | alf_944b76682798 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-318/trial_T20190906_180832_250182/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure",
"type": "semantic",
"summary": "Attempting to examine an object without first interacting with the light source to illuminate it.",
"details": "The agent turned on the desklamp 1 but did not use it to illuminate the alarmclock 1 before attem... | 3 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure
summary: Attempting to examine an object without first interacting with the light source to illuminate it.
details: The agent turned on the desklamp 1 but did not use it to illuminate the alarmclock 1 before attempting to examine it. The agent repeatedly tried to exami... | 0 | qwen14b |
ep_t00028_r000_4ddd4bd3 | alf_0e0be2f41589 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-320/trial_T20190908_082328_418237/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Examine an object with a light source",
"details": "",
"steps": [
"go to [object_location]",
"take [object]",
"go to [light_source_location]",
"take [light_source]",
"use [light_sou... | 4 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Examine an object with a light source
steps: ["go to [object_location]", "take [object]", "go to [light_source_location]", "take [light_source]", "use [light_source]"]
END
INSERT_SEMANTIC
name: light_source_required_for_examining
summary: Some object... | 0 | qwen14b |
ep_t00029_r000_5328e420 | alf_444662604fe7 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-320/trial_T20190908_082347_537952/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure",
"type": "semantic",
"summary": "Repeatedly examining objects without using the desklamp to illuminate them",
"details": "The agent repeatedly examined alarmclock 2 on desk 2 and alarmclock 1 on shelf 2 without successfully using the desklamp... | 1 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure
summary: Repeatedly examining objects without using the desklamp to illuminate them
details: The agent repeatedly examined alarmclock 2 on desk 2 and alarmclock 1 on shelf 2 without successfully using the desklamp 1 to illuminate the target object. The agent turned on ... | 0 | qwen14b |
ep_t00030_r000_699c1fae | alf_fefa1f326540 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-320/trial_T20190908_082405_485362/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Procedure for looking at an object under a light source",
"details": "",
"steps": [
"go to the location containing both the object and the light source",
"use [light_source] to turn it on",
"ta... | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Procedure for looking at an object under a light source
steps: ["go to the location containing both the object and the light source", "use [light_source] to turn it on", "take [object]"]
END | 0 | gemma4 |
ep_t00031_r000_93e7d922 | alf_f638fc179ab3 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-323/trial_T20190909_044736_929512/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_missing_held_object",
"type": "semantic",
"summary": "The agent attempts to examine a target object without first holding it, resulting in \"Nothing happens\" despite having a light source active.",
"details": "The agent turns on a light source (e.g.,... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: look_at_obj_in_light_missing_held_object
summary: The agent attempts to examine a target object without first holding it, resulting in "Nothing happens" despite having a light source active.
details: The agent turns on a light source (e.g., "use desklamp 1") but fails to pick up th... | 0 | 397b |
ep_t00032_r000_1ecd560f | alf_b0b9f74fe417 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-323/trial_T20190909_044801_050688/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Examine an object using a light source (e.g., desklamp).",
"details": "",
"steps": [
"take [object]",
"use [light_source]"
]
}
] | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Examine an object using a light source (e.g., desklamp).
steps: ["take [object]", "use [light_source]"]
END | 0 | gemma4 |
ep_t00033_r000_69061901 | alf_c53b92e2ae0a | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-324/trial_T20190909_140222_907943/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Look at an object under a light source.",
"details": "",
"steps": [
"go to [object_location]",
"use [light_source]",
"look",
"take [object] from [object_location]"
]
},
{
"op"... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Look at an object under a light source.
steps: ["go to [object_location]", "use [light_source]", "look", "take [object] from [object_location]"]
END
INSERT_SEMANTIC
name: light_source_activation
summary: Activating a light source is required to see o... | 0 | qwen14b |
ep_t00034_r000_7d22d912 | alf_97940a85122b | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-324/trial_T20190909_140235_795214/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Examine an object using a light source (e.g., desklamp).",
"details": "",
"steps": [
"take [object]",
"use [light_source]"
]
}
] | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Examine an object using a light source (e.g., desklamp).
steps: ["take [object]", "use [light_source]"]
END | 0 | gemma4 |
ep_t00035_r000_5ca477b1 | alf_05e6927d070e | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-324/trial_T20190909_140247_926002/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Sequence to examine an object using a light source like a desklamp.",
"details": "",
"steps": [
"go to the location containing the target object and the light source",
"use the light source ... | 2 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Sequence to examine an object using a light source like a desklamp.
steps: ["go to the location containing the target object and the light source", "use the light source to turn it on", "take the target object to complete the examination"]
EN... | 0 | 397b |
ep_t00036_r000_0d06a7f3 | alf_875c9f9c61d7 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-327/trial_T20190909_101936_297661/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_missing_hold",
"type": "semantic",
"summary": "The agent fails to examine an object \"with\" a light source because it attempts to examine the target object directly without first taking the light source into inventory.",
"details": "The agent success... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: look_at_obj_in_light_missing_hold
summary: The agent fails to examine an object "with" a light source because it attempts to examine the target object directly without first taking the light source into inventory.
details: The agent successfully locates both the target object (alar... | 0 | 397b |
ep_t00037_r000_9d077650 | alf_6bab1c1f3e0d | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-327/trial_T20190909_101949_249426/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Procedure to examine an object with a light source",
"details": "",
"steps": [
"go to [location] containing target object",
"examine [location] to identify target object",
"go to [location] con... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Procedure to examine an object with a light source
steps: ["go to [location] containing target object", "examine [location] to identify target object", "go to [location] containing light source", "take light source", "use light source to turn it on", ... | 0 | qwen14b |
ep_t00038_r000_f2cd876a | alf_17cc98f6c43d | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-327/trial_T20190909_102016_233685/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Sequence for looking at an object under a lamp",
"details": "",
"steps": [
"go to the surface containing the lamp and the target object",
"use [lamp] to turn it on",
"take [object] from [surfac... | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Sequence for looking at an object under a lamp
steps: ["go to the surface containing the lamp and the target object", "use [lamp] to turn it on", "take [object] from [surface]"]
END | 0 | gemma4 |
ep_t00039_r000_eac9c0cf | alf_76068049903c | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-328/trial_T20190908_175801_507648/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Look at an object under a lamp",
"details": "",
"steps": [
"go to the surface containing the object and the lamp",
"use [lamp] to turn it on",
"take [object] from [surface]"
]
}
] | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Look at an object under a lamp
steps: ["go to the surface containing the object and the lamp", "use [lamp] to turn it on", "take [object] from [surface]"]
END | 0 | gemma4 |
ep_t00040_r000_a11e13c1 | alf_becb30a91ae5 | look_at_obj_in_light-AlarmClock-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-AlarmClock-None-DeskLamp-328/trial_T20190908_212905_950861/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "examine an object using a lamp",
"details": "",
"steps": [
"go to the lamp",
"use the lamp to turn it on",
"take the target object",
"go to the lamp"
]
}
] | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: examine an object using a lamp
steps: ["go to the lamp", "use the lamp to turn it on", "take the target object", "go to the lamp"]
END | 0 | gemma4 |
ep_t00041_r000_12b84fb4 | alf_a859d6845e8f | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-302/trial_T20190909_085155_106731/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_wrong_object_and_action",
"type": "semantic",
"summary": "The agent failed to locate the target object (book), incorrectly took an unrelated object (bowl), and attempted invalid actions like examining the held object instead of the light source or moving ... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: look_at_obj_in_light_wrong_object_and_action
summary: The agent failed to locate the target object (book), incorrectly took an unrelated object (bowl), and attempted invalid actions like examining the held object instead of the light source or moving the held object to invalid loca... | 0 | 397b |
ep_t00042_r000_75d4d30b | alf_8fb2b7a746a4 | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-303/trial_T20190909_085252_411891/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_missing_take_step",
"type": "semantic",
"summary": "The agent repeatedly attempts to \"take\" the target object from a location where it was previously observed but fails, instead of searching other locations when the object is not immediately visible or takeable.... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: look_at_obj_missing_take_step
summary: The agent repeatedly attempts to "take" the target object from a location where it was previously observed but fails, instead of searching other locations when the object is not immediately visible or takeable.
details: The agent observes the ... | 0 | 397b |
ep_t00043_r000_fe8a9c95 | alf_68aa03fc155d | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-303/trial_T20190909_085355_202971/game.tw-pddl | false | [
{
"op": "add",
"name": "holding_object_during_take",
"type": "semantic",
"summary": "attempting to take an object while already holding another object",
"details": "The agent attempted to `take book 1 from dresser 1` while already holding `laptop 1` (taken at step 29), resulting in \"Nothing hap... | 1 | INSERT_SEMANTIC
name: holding_object_during_take
summary: attempting to take an object while already holding another object
details: The agent attempted to `take book 1 from dresser 1` while already holding `laptop 1` (taken at step 29), resulting in "Nothing happens" at steps 31 and 33. | 0 | gemma4 |
ep_t00044_r000_17663e3c | alf_a9763f724559 | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-303/trial_T20190909_085406_916808/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Procedure to look at an object under a specific light source.",
"details": "",
"steps": [
"go to [location_of_light_and_target]",
"use [light_source]",
"take [target_object] from [loca... | 2 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Procedure to look at an object under a specific light source.
steps: ["go to [location_of_light_and_target]", "use [light_source]", "take [target_object] from [location]"]
END
INSERT_SEMANTIC
name: light_source_activation_requirement
summary... | 0 | 397b |
ep_t00045_r000_49a6b7e5 | alf_35ee12350812 | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-304/trial_T20190908_083350_272263/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Sequence to complete 'look at [object] under the [light_source]' tasks.",
"details": "",
"steps": [
"go to [object_location]",
"take [object]",
"go to [light_source_location]",
"... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Sequence to complete 'look at [object] under the [light_source]' tasks.
steps: ["go to [object_location]", "take [object]", "go to [light_source_location]", "use [light_source]"]
END
INSERT_SEMANTIC
name: light_source_interaction
summary: Th... | 0 | 397b |
ep_t00046_r000_77f04b2e | alf_7620d845586c | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-304/trial_T20190908_083358_621419/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_under_lamp_fail",
"type": "semantic",
"summary": "attempting to examine an object while it is on a surface without first taking it",
"details": "The agent attempted to \"examine book 1\" multiple times while the book was on the shelf, resulting in \"Nothing ha... | 1 | INSERT_SEMANTIC
name: look_at_obj_under_lamp_fail
summary: attempting to examine an object while it is on a surface without first taking it
details: The agent attempted to "examine book 1" multiple times while the book was on the shelf, resulting in "Nothing happens," even after using "use desklamp 1" to turn on the la... | 0 | gemma4 |
ep_t00047_r000_ae059bcc | alf_86b605d056cc | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-304/trial_T20190908_083428_569431/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Correct sequence to examine an object using a light source like a desklamp.",
"details": "",
"steps": [
"Locate and take the target object to examine.",
"Locate the light source (e.g., deskl... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Correct sequence to examine an object using a light source like a desklamp.
steps: ["Locate and take the target object to examine.", "Locate the light source (e.g., desklamp). Note: Light sources are often found on shelves or desks, not insid... | 0 | 397b |
ep_t00048_r000_036cf34e | alf_f905edc4eddc | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-305/trial_T20190908_215714_132085/game.tw-pddl | false | [
{
"op": "add",
"name": "unproductive_object_shuffling",
"type": "semantic",
"summary": "agent repeatedly moves irrelevant objects between surfaces without searching for the target object.",
"details": "the agent spent the majority of the trace using take and move to shift various keychains betwe... | 1 | INSERT_SEMANTIC
name: unproductive_object_shuffling
summary: agent repeatedly moves irrelevant objects between surfaces without searching for the target object.
details: the agent spent the majority of the trace using take and move to shift various keychains between a drawer, desk, and dresser (e.g., "take keychain 3 f... | 0 | gemma4 |
ep_t00049_r000_c2a1bb79 | alf_0fd4d5ce9d8a | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-305/trial_T20190908_215726_055077/game.tw-pddl | false | [
{
"op": "add",
"name": "immobile_light_source_take_failure",
"type": "semantic",
"summary": "attempting to take a desklamp from a surface",
"details": "The agent repeatedly attempted to take a desklamp from a surface (e.g., \"take desklamp 1 from desk 1\", \"take desklamp 1 from dresser 1\"), re... | 1 | INSERT_SEMANTIC
name: immobile_light_source_take_failure
summary: attempting to take a desklamp from a surface
details: The agent repeatedly attempted to take a desklamp from a surface (e.g., "take desklamp 1 from desk 1", "take desklamp 1 from dresser 1"), resulting in "Nothing happens." The agent then used the deskla... | 0 | gemma4 |
ep_t00050_r000_8d5bd32d | alf_b2b5404197e5 | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-305/trial_T20190908_215736_012696/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure_001",
"type": "semantic",
"summary": "The agent repeatedly moved an object between locations without ever attempting to look at the target object under the desklamp.",
"details": "The agent took keychain 2 from drawer 1 and then moved it betwe... | 1 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure_001
summary: The agent repeatedly moved an object between locations without ever attempting to look at the target object under the desklamp.
details: The agent took keychain 2 from drawer 1 and then moved it between desk 1, shelf 1, and back to desk 1 multiple times, b... | 0 | qwen14b |
ep_t00051_r000_4d4ee2e5 | alf_80c8838b5b57 | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-306/trial_T20190908_035303_350876/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Sequence to look at an object under a light source.",
"details": "",
"steps": [
"go to the surface containing the object and the lamp",
"use the lamp to turn it on",
"take the target object"
... | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Sequence to look at an object under a light source.
steps: ["go to the surface containing the object and the lamp", "use the lamp to turn it on", "take the target object"]
END | 0 | gemma4 |
ep_t00052_r000_a0e20b5e | alf_3cf2c4a4267e | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-306/trial_T20190908_035314_430411/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Procedure to look at an object under a specific light source (e.g., desklamp).",
"details": "",
"steps": [
"Go to the location of the light source.",
"Use the light source to turn it on.",
... | 2 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Procedure to look at an object under a specific light source (e.g., desklamp).
steps: ["Go to the location of the light source.", "Use the light source to turn it on.", "Take the target object from the same location.", "Task completes automat... | 0 | 397b |
ep_t00053_r000_745cca0d | alf_4dc35882abee | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-307/trial_T20190908_062847_269349/game.tw-pddl | true | [
{
"op": "add",
"name": "examine_obj_with_light",
"type": "procedural",
"summary": "Examine an object using a light source",
"details": "",
"steps": [
"go to location containing object",
"take object",
"go to location containing light source",
"use light source"
]
... | 3 | INSERT_PROCEDURAL
name: examine_obj_with_light
type: workflow
summary: Examine an object using a light source
steps: ["go to location containing object", "take object", "go to location containing light source", "use light source"]
END
INSERT_SEMANTIC
name: light_source_location
summary: Light sources are often found o... | 0 | qwen14b |
ep_t00054_r000_8d8dcbe2 | alf_eed204d431a9 | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-307/trial_T20190908_062918_080758/game.tw-pddl | false | [
{
"op": "add",
"name": "examine_without_holding",
"type": "semantic",
"summary": "attempting to examine a target object without first taking it into inventory.",
"details": "The agent attempted to \"examine book 1\" while at the location of the light source, but the object was not in its invento... | 1 | INSERT_SEMANTIC
name: examine_without_holding
summary: attempting to examine a target object without first taking it into inventory.
details: The agent attempted to "examine book 1" while at the location of the light source, but the object was not in its inventory, resulting in "Nothing happens." | 0 | gemma4 |
ep_t00055_r000_054dbb37 | alf_e79258257e3b | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-309/trial_T20190907_175823_717719/game.tw-pddl | true | [
{
"op": "add",
"name": "examine_obj_with_light",
"type": "procedural",
"summary": "Examine an object using a light source",
"details": "",
"steps": [
"go to [object_location]",
"take [object]",
"examine [object]",
"go to [light_source_location]",
"use [light_sou... | 3 | INSERT_PROCEDURAL
name: examine_obj_with_light
type: workflow
summary: Examine an object using a light source
steps: ["go to [object_location]", "take [object]", "examine [object]", "go to [light_source_location]", "use [light_source]"]
END
INSERT_SEMANTIC
name: light_source_usage
summary: Light sources must be used a... | 0 | qwen14b |
ep_t00056_r000_814facc0 | alf_afc421292c71 | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-309/trial_T20190907_175846_963560/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Procedure to examine an object using a light source like a desklamp.",
"details": "",
"steps": [
"Go to the location of the target object and take it.",
"Go to the location of the light sour... | 2 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Procedure to examine an object using a light source like a desklamp.
steps: ["Go to the location of the target object and take it.", "Go to the location of the light source (e.g., desklamp).", "Use the light source while holding the target ob... | 0 | 397b |
ep_t00057_r000_9d7d4202 | alf_cebef049077f | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-309/trial_T20190907_175916_775742/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "View an object under a light source",
"details": "",
"steps": [
"go to the surface containing the light and the object",
"use [light_source] to turn it on",
"take [object] from [surface]"
]... | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: View an object under a light source
steps: ["go to the surface containing the light and the object", "use [light_source] to turn it on", "take [object] from [surface]"]
END | 0 | gemma4 |
ep_t00058_r000_c7968e4a | alf_3e34daaee8cd | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-316/trial_T20190908_101915_421195/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Sequence to examine an object using a light source like a desklamp.",
"details": "",
"steps": [
"go to the location containing both the target object and the lamp",
"use the lamp to turn it ... | 2 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Sequence to examine an object using a light source like a desklamp.
steps: ["go to the location containing both the target object and the lamp", "use the lamp to turn it on", "take the target object from the location"]
END
INSERT_SEMANTIC
na... | 0 | 397b |
ep_t00059_r000_0f0528f4 | alf_180ce58eee07 | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-316/trial_T20190908_101923_519368/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "How to look at an object under a light source",
"details": "",
"steps": [
"go to [object_location]",
"look",
"use [light_source]",
"look",
"take [object] from [object_location]"
... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: How to look at an object under a light source
steps: ["go to [object_location]", "look", "use [light_source]", "look", "take [object] from [object_location]"]
END
INSERT_SEMANTIC
name: light_source_activation
summary: Activating a light source is req... | 0 | qwen14b |
ep_t00060_r000_dbd90c04 | alf_7b5d1fc5ad38 | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-317/trial_T20190907_162837_975033/game.tw-pddl | false | [
{
"op": "add",
"name": "redundant_object_shuffling",
"type": "semantic",
"summary": "agent repeatedly moves and takes the same objects between surfaces without searching for the target object.",
"details": "The agent spent the majority of the trace performing a cycle of `move` and `take` actions... | 1 | INSERT_SEMANTIC
name: redundant_object_shuffling
summary: agent repeatedly moves and takes the same objects between surfaces without searching for the target object.
details: The agent spent the majority of the trace performing a cycle of `move` and `take` actions with non-target objects (e.g., moving a keychain to a d... | 0 | gemma4 |
ep_t00061_r000_a4ffc97f | alf_857498a35d4e | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-317/trial_T20190909_201143_217673/game.tw-pddl | false | [
{
"op": "add",
"name": "failed_to_take_book",
"type": "semantic",
"summary": "The agent repeatedly attempts to take a book from a drawer but fails each time.",
"details": "The agent navigates to a drawer, opens it, and attempts to take a book (e.g., \"take book 2 from drawer 3\"), but the system... | 3 | INSERT_SEMANTIC
name: failed_to_take_book
summary: The agent repeatedly attempts to take a book from a drawer but fails each time.
details: The agent navigates to a drawer, opens it, and attempts to take a book (e.g., "take book 2 from drawer 3"), but the system responds with "Nothing happens." This pattern repeats mul... | 0 | qwen14b |
ep_t00062_r000_5b7fed39 | alf_953cf51e7d68 | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-320/trial_T20190909_152301_888219/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Look at an object under a light source",
"details": "",
"steps": [
"go to [location] containing the object",
"take [object] from [location]",
"go to [location] containing the light source",
... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Look at an object under a light source
steps: ["go to [location] containing the object", "take [object] from [location]", "go to [location] containing the light source", "use [light source] to turn it on", "go back to [location] containing the object"... | 0 | qwen14b |
ep_t00063_r000_0a5e0110 | alf_780a8afa1ac0 | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-320/trial_T20190909_152354_870891/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Look at an object under a light source (e.g., desklamp).",
"details": "",
"steps": [
"Find and use the light source (e.g., 'use desklamp') to turn it on",
"Find the target object and take it",
... | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Look at an object under a light source (e.g., desklamp).
steps: ["Find and use the light source (e.g., 'use desklamp') to turn it on", "Find the target object and take it", "Go to the location of the active light source", "While at the light source lo... | 0 | gemma4 |
ep_t00064_r000_b989d3ce | alf_264f287ef446 | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-320/trial_T20190909_152445_177541/game.tw-pddl | false | [
{
"op": "add",
"name": "incorrect_object_manipulation",
"type": "semantic",
"summary": "Agent moved irrelevant objects around the environment instead of focusing on the task objective.",
"details": "The agent took and moved multiple objects (book 1, keychain 1, creditcard 2, book 2, pen 1) betwe... | 2 | INSERT_SEMANTIC
name: incorrect_object_manipulation
summary: Agent moved irrelevant objects around the environment instead of focusing on the task objective.
details: The agent took and moved multiple objects (book 1, keychain 1, creditcard 2, book 2, pen 1) between different locations (desk 1, desk 2, shelf 1, shelf 3... | 0 | qwen14b |
ep_t00065_r000_e1d0ec1f | alf_9202ccf1820f | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-324/trial_T20190907_014400_977309/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_missing_take_step",
"type": "semantic",
"summary": "The agent attempted to examine an object with a light source without first taking the object into its inventory.",
"details": "The agent turned on the desklamp (\"use desklamp 1\") but then immediately tried ... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: look_at_obj_missing_take_step
summary: The agent attempted to examine an object with a light source without first taking the object into its inventory.
details: The agent turned on the desklamp ("use desklamp 1") but then immediately tried to execute "examine book with desklamp" lo... | 0 | 397b |
ep_t00066_r000_4d9c451a | alf_6e6243bb405c | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-324/trial_T20190907_014417_271891/game.tw-pddl | false | [
{
"op": "add",
"name": "wrong_object_interaction",
"type": "semantic",
"summary": "Attempting to interact with objects that are not relevant to the task leads to unproductive actions.",
"details": "The agent took the laptop 1 from the dresser 1 and then proceeded to examine multiple shelves and ... | 3 | INSERT_SEMANTIC
name: wrong_object_interaction
summary: Attempting to interact with objects that are not relevant to the task leads to unproductive actions.
details: The agent took the laptop 1 from the dresser 1 and then proceeded to examine multiple shelves and drawers, searching for the book. However, the book was n... | 0 | qwen14b |
ep_t00067_r000_396d0d5b | alf_194f465fd940 | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-324/trial_T20190907_014456_476409/game.tw-pddl | false | [
{
"op": "add",
"name": "holding_prevents_take",
"type": "semantic",
"summary": "The agent repeatedly fails to take new objects because it is already holding an item, ignoring \"Nothing happens\" feedback.",
"details": "The agent executes \"take pen 2 from shelf 5\" successfully at step 9. Subseq... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: holding_prevents_take
summary: The agent repeatedly fails to take new objects because it is already holding an item, ignoring "Nothing happens" feedback.
details: The agent executes "take pen 2 from shelf 5" successfully at step 9. Subsequently, when attempting to take other object... | 0 | 397b |
ep_t00068_r000_fd1145e5 | alf_379c52963a34 | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-328/trial_T20190908_062929_997479/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Sequence to examine an object using a light source like a desklamp.",
"details": "",
"steps": [
"go to the location containing the target object and the light source",
"use the light source ... | 2 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Sequence to examine an object using a light source like a desklamp.
steps: ["go to the location containing the target object and the light source", "use the light source to turn it on", "take the target object to complete the task"]
END
INSE... | 0 | 397b |
ep_t00069_r000_476693ec | alf_8620059e5a8e | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-328/trial_T20190908_062936_284723/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Procedure for looking at an object under a light source",
"details": "",
"steps": [
"go to light source",
"use light source",
"locate object",
"take object",
"go to light source",
... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Procedure for looking at an object under a light source
steps: ["go to light source", "use light source", "locate object", "take object", "go to light source", "examine object"]
END
INSERT_SEMANTIC
name: light_source_location
summary: Light sources a... | 0 | qwen14b |
ep_t00070_r000_c2e0cb81 | alf_942bd3d1bcee | look_at_obj_in_light-Book-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Book-None-DeskLamp-328/trial_T20190908_062949_158183/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_nonexistent_or_unreachable",
"type": "semantic",
"summary": "The agent repeatedly attempts to \"take\" an object that is not listed in the current location's inventory, leading to \"Nothing happens\" and wasted steps searching other locations while ignoring the po... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: look_at_obj_nonexistent_or_unreachable
summary: The agent repeatedly attempts to "take" an object that is not listed in the current location's inventory, leading to "Nothing happens" and wasted steps searching other locations while ignoring the possibility the object is missing.
de... | 0 | 397b |
ep_t00071_r000_a4dfdbc4 | alf_2201a1cc73cd | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-301/trial_T20190909_150737_210323/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Look at an object under a light source",
"details": "",
"steps": [
"take [object]",
"examine [object]",
"go to [light_source]",
"use [light_source]"
]
}
] | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Look at an object under a light source
steps: ["take [object]", "examine [object]", "go to [light_source]", "use [light_source]"]
END | 0 | gemma4 |
ep_t00072_r000_4bae8c4d | alf_76e161ee918c | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-301/trial_T20190909_150931_522935/game.tw-pddl | false | [
{
"op": "add",
"name": "redundant_search_while_holding_target",
"type": "semantic",
"summary": "The agent engages in exhaustive, unproductive searching of empty containers while already holding the target object, instead of locating the required tool.",
"details": "After successfully executing \... | 1 | INSERT_SEMANTIC
name: redundant_search_while_holding_target
summary: The agent engages in exhaustive, unproductive searching of empty containers while already holding the target object, instead of locating the required tool.
details: After successfully executing "take bowl 1", the agent spends over 20 steps navigating ... | 0 | 397b |
ep_t00073_r000_5e1e07ee | alf_7d92f8c9ec71 | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-302/trial_T20190908_030636_661532/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_wrong_target_pattern",
"type": "semantic",
"summary": "The agent systematically moved all unrelated objects from the source location to a side table instead of locating and using the required light source.",
"details": "The agent repeatedly executed t... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: look_at_obj_in_light_wrong_target_pattern
summary: The agent systematically moved all unrelated objects from the source location to a side table instead of locating and using the required light source.
details: The agent repeatedly executed the sequence "take [object] from [source]... | 0 | 397b |
ep_t00074_r000_2686b0fd | alf_f2c07cfe8f98 | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-302/trial_T20190908_030647_874791/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_loop_without_target",
"type": "semantic",
"summary": "The agent enters an infinite loop of navigating between the light source and the target location without ever locating or taking the target object.",
"details": "The agent finds the \"desklamp\" on \"sideta... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: look_at_obj_loop_without_target
summary: The agent enters an infinite loop of navigating between the light source and the target location without ever locating or taking the target object.
details: The agent finds the "desklamp" on "sidetable 2" and successfully executes "use deskl... | 0 | 397b |
ep_t00075_r000_4c817ace | alf_0cc9e04f0c60 | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-304/trial_T20190907_232204_574574/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "examine an object using a desklamp",
"details": "",
"steps": [
"take [object]",
"go to [location of desklamp]",
"use desklamp"
]
}
] | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: examine an object using a desklamp
steps: ["take [object]", "go to [location of desklamp]", "use desklamp"]
END | 0 | gemma4 |
ep_t00076_r000_7c6200a2 | alf_0431df12874d | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-304/trial_T20190907_232217_890241/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Look at an object under a lamp",
"details": "",
"steps": [
"take [object]",
"go to [lamp]",
"use [lamp]"
]
}
] | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Look at an object under a lamp
steps: ["take [object]", "go to [lamp]", "use [lamp]"]
END | 0 | gemma4 |
ep_t00077_r000_407efe07 | alf_4ac93b049bd4 | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-305/trial_T20190908_233020_632529/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_loop",
"type": "semantic",
"summary": "Agent enters a repetitive movement loop between two locations without interacting with the target object or the light source.",
"details": "After using take to pick up the target object and move to place it on a ... | 1 | INSERT_SEMANTIC
name: look_at_obj_in_light_loop
summary: Agent enters a repetitive movement loop between two locations without interacting with the target object or the light source.
details: After using take to pick up the target object and move to place it on a different surface, the agent repeatedly uses go to and l... | 0 | gemma4 |
ep_t00078_r000_e3a79d4a | alf_f09570eecdcc | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-307/trial_T20190908_204844_162083/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Examine an object using a light source.",
"details": "",
"steps": [
"go to [location] containing the object",
"examine [location] to locate the object",
"go to [location] containing the light s... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Examine an object using a light source.
steps: ["go to [location] containing the object", "examine [location] to locate the object", "go to [location] containing the light source", "take [object] from [location]", "use [light_source]"]
END
INSERT_SEM... | 0 | qwen14b |
ep_t00079_r000_6138fde1 | alf_c86d21fb29b0 | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-307/trial_T20190908_204857_408911/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Look at an object under a light source",
"details": "",
"steps": [
"take [object]",
"go to [light_source]",
"use [light_source]"
]
}
] | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Look at an object under a light source
steps: ["take [object]", "go to [light_source]", "use [light_source]"]
END | 0 | gemma4 |
ep_t00080_r000_3e508684 | alf_1e1067547190 | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-307/trial_T20190908_204915_583447/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Procedure to examine an object using a light source like a desklamp.",
"details": "",
"steps": [
"go to the location containing the target object",
"take the target object",
"go to the... | 2 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Procedure to examine an object using a light source like a desklamp.
steps: ["go to the location containing the target object", "take the target object", "go to the location containing the light source (e.g., desklamp)", "use the light source... | 0 | 397b |
ep_t00081_r000_936b242d | alf_774ae51cb0cc | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-316/trial_T20190908_230635_560113/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Examine an object using a light source (e.g., desklamp).",
"details": "",
"steps": [
"go to the location of the light source and object",
"use the light source to turn it on",
"take the object"... | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Examine an object using a light source (e.g., desklamp).
steps: ["go to the location of the light source and object", "use the light source to turn it on", "take the object"]
END | 0 | gemma4 |
ep_t00082_r000_df0bc16e | alf_d1fa8ecafb50 | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-323/trial_T20190908_024019_183353/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "look at an object under a lamp",
"details": "",
"steps": [
"go to the surface containing the object and lamp",
"use the lamp to turn it on",
"take the object from the surface"
]
}
] | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: look at an object under a lamp
steps: ["go to the surface containing the object and lamp", "use the lamp to turn it on", "take the object from the surface"]
END | 0 | gemma4 |
ep_t00083_r000_22a251bf | alf_be7231804868 | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-323/trial_T20190908_024036_061391/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Procedure to examine an object using a light source like a desklamp.",
"details": "",
"steps": [
"Go to a location where both the target object and the light source (e.g., desklamp) are visible or... | 2 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Procedure to examine an object using a light source like a desklamp.
steps: ["Go to a location where both the target object and the light source (e.g., desklamp) are visible or likely to be found.", "Take the target object.", "Use the light s... | 0 | 397b |
ep_t00084_r000_3a362ba4 | alf_b3551aca44e7 | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-323/trial_T20190908_024052_230550/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "How to look at an object under a light source",
"details": "",
"steps": [
"go to [location]",
"use [light_source]",
"look",
"take [object] from [location]"
]
},
{
"op": "add",... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: How to look at an object under a light source
steps: ["go to [location]", "use [light_source]", "look", "take [object] from [location]"]
END
INSERT_SEMANTIC
name: light_source_activation
summary: Activating a light source is necessary to see objects ... | 0 | qwen14b |
ep_t00085_r000_6f328dc4 | alf_c514d8f8b717 | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-327/trial_T20190907_094344_497461/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure",
"type": "semantic",
"summary": "Attempting to examine an object while it is on a surface, even after turning on the light source.",
"details": "The agent used \"use desklamp 1\" to turn on the light, but then attempted \"examine bowl 4\" whi... | 1 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure
summary: Attempting to examine an object while it is on a surface, even after turning on the light source.
details: The agent used "use desklamp 1" to turn on the light, but then attempted "examine bowl 4" while the bowl was still on the dresser 1, resulting in "Nothin... | 0 | gemma4 |
ep_t00086_r000_893396a6 | alf_2f0974d28010 | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-327/trial_T20190907_094410_444756/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Procedure to look at an object under a light source",
"details": "",
"steps": [
"go to [object_location]",
"take [object] from [object_location]",
"examine [object]",
"go to [light_source... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Procedure to look at an object under a light source
steps: ["go to [object_location]", "take [object] from [object_location]", "examine [object]", "go to [light_source_location]", "use [light_source]"]
END
INSERT_SEMANTIC
name: light_source_usage
sum... | 0 | qwen14b |
ep_t00087_r000_1610ab85 | alf_568101b1ace4 | look_at_obj_in_light-Bowl-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Bowl-None-DeskLamp-327/trial_T20190907_094422_792919/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure",
"type": "semantic",
"summary": "Attempting to look at an object while not properly positioned under the light source",
"details": "The agent took the creditcard 1 from desk 1 and later went to dresser 1 where bowl 1 and desklamp 1 were locat... | 1 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure
summary: Attempting to look at an object while not properly positioned under the light source
details: The agent took the creditcard 1 from desk 1 and later went to dresser 1 where bowl 1 and desklamp 1 were located. The agent turned on the desklamp 1 but failed to loo... | 0 | qwen14b |
ep_t00088_r000_218288a9 | alf_8ea2a1f7274a | look_at_obj_in_light-Box-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Box-None-DeskLamp-205/trial_T20190907_074438_715192/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Procedure for looking at an object under a light source",
"details": "",
"steps": [
"go to light source",
"use light source to turn it on",
"locate target object",
"take object",
"g... | 4 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Procedure for looking at an object under a light source
steps: ["go to light source", "use light source to turn it on", "locate target object", "take object", "go back to light source"]
END
INSERT_SEMANTIC
name: light_source_location
summary: Light s... | 0 | qwen14b |
ep_t00089_r000_757765b9 | alf_6fcd7d521c8a | look_at_obj_in_light-Box-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Box-None-DeskLamp-218/trial_T20190909_021255_203788/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light_workflow",
"type": "procedural",
"summary": "Procedure to examine an object under a desklamp by turning on the lamp first, finding the target object, and bringing it to the lamp's location.",
"details": "",
"steps": [
"Locate a desklamp and ... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light_workflow
type: workflow
summary: Procedure to examine an object under a desklamp by turning on the lamp first, finding the target object, and bringing it to the lamp's location.
steps: ["Locate a desklamp and use it to turn it on", "Search for the target object in drawers, d... | 0 | 397b |
ep_t00090_r000_ccd4125f | alf_e2db613087e6 | look_at_obj_in_light-Box-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Box-None-DeskLamp-218/trial_T20190909_021415_768402/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Examine an object using a light source.",
"details": "",
"steps": [
"go to [location]",
"examine [location]",
"take [object] from [location]",
"examine [object]",
"use [light_source... | 3 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Examine an object using a light source.
steps: ["go to [location]", "examine [location]", "take [object] from [location]", "examine [object]", "use [light_source]"]
END
INSERT_SEMANTIC
name: use_light_source_after_inspection
summary: The desklamp mus... | 0 | qwen14b |
ep_t00091_r000_c13b8432 | alf_825e7f6b296c | look_at_obj_in_light-Box-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Box-None-DeskLamp-218/trial_T20190909_042617_850108/game.tw-pddl | false | [
{
"op": "add",
"name": "keychain_manipulation_loop",
"type": "semantic",
"summary": "repeatedly taking and moving keychains between surfaces without progressing toward the task goal",
"details": "The agent took keychain 1 from drawer 3, then moved it to sidetable 2, then took keychain 3 from sid... | 2 | INSERT_SEMANTIC
name: keychain_manipulation_loop
summary: repeatedly taking and moving keychains between surfaces without progressing toward the task goal
details: The agent took keychain 1 from drawer 3, then moved it to sidetable 2, then took keychain 3 from sidetable 2, moved it to sidetable 1, took it again, moved ... | 0 | qwen14b |
ep_t00092_r000_d67f136d | alf_de55b167302e | look_at_obj_in_light-Box-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Box-None-DeskLamp-224/trial_T20190908_105623_640470/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_workflow",
"type": "procedural",
"summary": "Sequence to look at an object under a desklamp: find lamp, turn it on, find object, bring object to lamp.",
"details": "",
"steps": [
"go to [location_with_lamp]",
"use [desklamp]",
"go to [loc... | 3 | INSERT_PROCEDURAL
name: look_at_obj_workflow
type: workflow
summary: Sequence to look at an object under a desklamp: find lamp, turn it on, find object, bring object to lamp.
steps: ["go to [location_with_lamp]", "use [desklamp]", "go to [location_with_target_object]", "take [target_object]", "go to [location_with_lamp... | 0 | 397b |
ep_t00093_r000_34309e10 | alf_fc1548216874 | look_at_obj_in_light-Box-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Box-None-DeskLamp-224/trial_T20190908_105645_765201/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_failure_1",
"type": "semantic",
"summary": "Agent failed to examine the box with the desklamp due to incorrect object search and unnecessary actions.",
"details": "The agent went to multiple drawers, opened them, and took a keychain 1 from drawer 11, ... | 1 | INSERT_SEMANTIC
name: look_at_obj_in_light_failure_1
summary: Agent failed to examine the box with the desklamp due to incorrect object search and unnecessary actions.
details: The agent went to multiple drawers, opened them, and took a keychain 1 from drawer 11, then moved it to sidetable 1, but never located or exami... | 0 | qwen14b |
ep_t00094_r000_f9051973 | alf_90342e4be841 | look_at_obj_in_light-Box-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Box-None-DeskLamp-225/trial_T20190908_140203_064540/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_in_light_cycle_failure",
"type": "semantic",
"summary": "Repeatedly moving the object between locations without examining it under the light",
"details": "The agent took the box, moved it to shelf 3, then repeatedly went to sidetable 1 to turn on the desklamp,... | 3 | INSERT_SEMANTIC
name: look_at_obj_in_light_cycle_failure
summary: Repeatedly moving the object between locations without examining it under the light
details: The agent took the box, moved it to shelf 3, then repeatedly went to sidetable 1 to turn on the desklamp, went back to shelf 3 to take the box again, and moved i... | 0 | qwen14b |
ep_t00095_r000_10b49c7b | alf_f2019c4c1c12 | look_at_obj_in_light-Box-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Box-None-DeskLamp-225/trial_T20190908_140219_482769/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_loop",
"type": "semantic",
"summary": "Agent enters an infinite loop of moving an irrelevant object between two locations instead of searching for the target object.",
"details": "After turning on the desklamp, the agent fails to locate the target \"box\". Ins... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: look_at_obj_loop
summary: Agent enters an infinite loop of moving an irrelevant object between two locations instead of searching for the target object.
details: After turning on the desklamp, the agent fails to locate the target "box". Instead of searching other containers (e.g., ... | 0 | 397b |
ep_t00096_r000_cc097b72 | alf_0dcdcc2563e4 | look_at_obj_in_light-Box-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-Box-None-DeskLamp-225/trial_T20190908_140234_782899/game.tw-pddl | false | [
{
"op": "add",
"name": "wrong_task_strategy_for_look_at",
"type": "semantic",
"summary": "The agent ignored the specific task goal (\"examine X with desklamp\") and instead executed an unproductive loop of moving unrelated objects between shelves.",
"details": "After turning on the desklamp (ste... | 1 | FAIL DIAGNOSIS:
INSERT_SEMANTIC
name: wrong_task_strategy_for_look_at
summary: The agent ignored the specific task goal ("examine X with desklamp") and instead executed an unproductive loop of moving unrelated objects between shelves.
details: After turning on the desklamp (step 2), the agent failed to locate or examin... | 0 | 397b |
ep_t00097_r000_4e049654 | alf_f6c6c10dbad7 | look_at_obj_in_light-CD-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-CD-None-DeskLamp-302/trial_T20190907_154604_364291/game.tw-pddl | false | [
{
"op": "add",
"name": "look_at_obj_light_loop",
"type": "semantic",
"summary": "repetitive movement of object between surfaces without attempting to use the light source.",
"details": "The agent enters a loop of taking an object, moving it to a surface, examining the surface, and then moving it... | 1 | INSERT_SEMANTIC
name: look_at_obj_light_loop
summary: repetitive movement of object between surfaces without attempting to use the light source.
details: The agent enters a loop of taking an object, moving it to a surface, examining the surface, and then moving it back to the original surface (e.g., "move cd 1 to desk ... | 0 | gemma4 |
ep_t00098_r000_7c55bd42 | alf_9d2e32876c62 | look_at_obj_in_light-CD-None-DeskLamp | look_at_obj_in_light | /home/ubuntu/.cache/alfworld/json_2.1.1/train/look_at_obj_in_light-CD-None-DeskLamp-302/trial_T20190907_154641_341365/game.tw-pddl | true | [
{
"op": "add",
"name": "look_at_obj_in_light",
"type": "procedural",
"summary": "Examine an object using a light source (e.g., desklamp).",
"details": "",
"steps": [
"take [object]",
"use [light_source]"
]
}
] | 1 | INSERT_PROCEDURAL
name: look_at_obj_in_light
type: workflow
summary: Examine an object using a light source (e.g., desklamp).
steps: ["take [object]", "use [light_source]"]
END | 0 | gemma4 |
End of preview.
auto-dreamer Traces
Rollout trajectories + memory-writer outputs for 3 text-game environments, collected as part of the auto-dreamer memory-RL pipeline.
Layout
alfworld/
train/{episodes,steps,add_groups_mixed,trace_index}.jsonl (3553 episodes)
test/ {episodes,steps,add_groups,trace_index}.jsonl (274 episodes)
sciworld/
train/{episodes,steps,add_groups_mixed,trace_index}.jsonl (3592 episodes)
test/ {episodes,steps,add_groups,trace_index}.jsonl (1819 episodes)
crafter/
train/{episodes,steps,add_groups_mixed,trace_index}.jsonl (5000 episodes)
test/ {episodes,steps,add_groups,trace_index}.jsonl (500 episodes)
Files
- episodes.jsonl — one record per trajectory (task fields, success, score, num_steps).
- steps.jsonl — one record per (episode, step) — observation/action/reward.
- add_groups_mixed.jsonl (train) — memory-writer outputs from a mixture of writers
(qwen14b + 397b + gemma4, ~1/3 each per trace, tagged via the
writerfield). - add_groups.jsonl (test) — memory-writer outputs from Qwen3-14B only.
- trace_index.jsonl — per-episode index with task description and action sequence.
Loading
import json
from huggingface_hub import hf_hub_download
p = hf_hub_download(
repo_id="uyffg/auto-dreamer",
filename="sciworld/test/episodes.jsonl",
repo_type="dataset",
)
episodes = [json.loads(l) for l in open(p)]
ScienceWorld task hierarchy
sciworld files include:
task_name— 30 native ScienceWorld tasks (e.g.boil,find-animal)task_type_11way— 11 functional groups (e.g.phase-transition,find-entity)task_type(in episodes) — 6 broad domains (chemistry,biology, ...)
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