Paper Citation Record · LEDGER

Robotouille: An Asynchronous Planning Benchmark for LLM Agents

As of 10 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 5 inbound Pith citation observations for arXiv:2502.05227.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.05227 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T00:46:45.292528Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:51:57.959739Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T13:45:46.526857Z

Reference resolution

60 of 60 outbound references displayed

verified exact0
verified fuzzy18
unresolved37
parse uncertain2
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 160538d0-3722-4fba-8057-8264d9791167 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.905560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f8e5e109-8d35-485c-a0b6-0d8f8121f0e9 · outbound

This paper cites A.10 F AILURE MODE TAXONOMY DETAILS Markov Decision Process To categorise the failure modes, we used the Markov Decision Process (MDP), where there are 4 main failure modes:.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents A.10 F AILURE MODE TAXONOMY DETAILS Markov Decision Process To categorise the failure modes, we used the Markov Decision Process (MDP), where there are 4 main failure modes:

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.896269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b015e2a4-3a71-49c2-bb36-5ed4ee3bdf41 · outbound

This paper cites TRAM: Benchmarking Temporal Reasoning for Large Language Models.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents TRAM: Benchmarking Temporal Reasoning for Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T00:46:44.995580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9061db2d-05ad-4a74-bdf4-082de2a95942 · outbound

This paper cites Can Graph Learning Improve Planning in LLM-based Agents?.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Can Graph Learning Improve Planning in LLM-based Agents?

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-08-09T00:46:45.340206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ca79258a-c69a-42dd-8b14-5654fe74ea35 · outbound

This paper cites transfer.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents transfer

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.830918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9d21df68-4dce-47eb-837a-12530d688fdb · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.525374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9283dcfe-058e-463e-91fc-0f83ecee77f9 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.516067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3eefc956-478d-4628-826f-cbd3d1f09ba1 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.886862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 194acfe3-fb55-46da-8822-2e1d9feee68b · outbound

This paper cites In using the MDP as a system to categorise failures, we are better able to see how the LLM bridges its knowledge of the real world to its understanding of new environments.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents In using the MDP as a system to categorise failures, we are better able to see how the LLM bridges its knowledge of the real world to its understanding of new environments

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.877705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fb9831ef-8635-417b-b33c-826b7407c153 · outbound

This paper cites chicken1 is already cooked and in the sandwich.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents chicken1 is already cooked and in the sandwich

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.868352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ea13372b-1527-4cab-adfa-03b364d65af1 · outbound

This paper cites I see bottombun1 on table3 with chicken1 on top of it.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents I see bottombun1 on table3 with chicken1 on top of it

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.858771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5b636e70-3f2e-4858-9aad-930a0cf75de2 · outbound

This paper cites I see chicken1 stacked on bottombun1.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents I see chicken1 stacked on bottombun1

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.849642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7678bae5-a917-4505-95e0-93b2f3a84c96 · outbound

This paper cites I see cheese1 on table3.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents I see cheese1 on table3

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.840423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 249c381e-8767-42fc-81c4-cbd756cde5f0 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.821726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation af78ae64-000a-41b4-950e-422e2bed4504 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.812831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7e16cbea-ac35-4201-b89e-e09401db9383 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.803366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5daf7828-c6a3-4a64-ade6-c398269fdd2f · outbound

This paper cites A Station must contain a single Item to perform an action on it.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents A Station must contain a single Item to perform an action on it

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.794150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e3949f08-0a95-42b1-ba3a-181b21e62a95 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.784224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7365ada6-b07d-4894-88e6-35d2019d2d29 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.774308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fe01443b-470c-4f6c-9ec0-d1f0a5700683 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.764739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fc559a19-c8ab-4b01-9cfc-ab63cc39d935 · outbound

This paper cites Currently, I am holding onion1 and need to cut it.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Currently, I am holding onion1 and need to cut it

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.755032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dd07d570-3ae9-411b-b3cb-bc5c90692d71 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.745602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2cb8db56-40c3-45cb-8dea-7111d1c89a4c · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.736047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f3b0009c-605a-4982-8c70-30e88549df78 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.726212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f9134db5-d1d3-47a5-b070-3af86ef53cb4 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.716610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d12af731-1b1f-4712-ae3d-75ab5d3dac03 · outbound

This paper cites A Station must contain a single Item to perform an action on it.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents A Station must contain a single Item to perform an action on it

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.706581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f4e09739-c410-4bf0-8590-bb47858f6c64 · outbound

This paper cites I see chicken1 on table3.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents I see chicken1 on table3

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.687560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ed01e349-bab0-477c-b111-42f889b49562 · outbound

This paper cites I will leave it in place.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents I will leave it in place

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.696883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cb53a8eb-6035-4db9-8e04-b69b0fbfacc0 · outbound

This paper cites I see chicken1 on table3.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents I see chicken1 on table3

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.677728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3b8ad1e0-5778-42d7-a51c-1190b277959a · outbound

This paper cites I see patty1 on board1 and patty2 on table2.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents I see patty1 on board1 and patty2 on table2

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.668528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4d0cd175-4ed5-4c4b-9b83-f2941322b5f4 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.658846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 039cd05c-2347-4a56-9358-f98311b8c816 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 34

Resolution: parse uncertain; raw_fallback, observed 2026-08-09T00:46:45.649305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a58018a5-b230-4002-8ecb-68c4414e9419 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.640031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation badfc6b7-1929-4e46-8f48-2536d7adaee4 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 36

Resolution: parse uncertain; raw_fallback, observed 2026-08-09T00:46:45.629977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 61f01d2c-9020-4191-823f-ea7e50e15f28 · outbound

This paper cites For the chicken sandwich with lettuce and tomato:.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents For the chicken sandwich with lettuce and tomato:

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.620519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6e76b401-b367-4263-9e0a-bc4bf87328be · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.610674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 714ae53f-f2bf-4bad-bb3c-2053d79f545e · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.600882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4974c106-a512-4b18-9965-3d6d168934c8 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.591565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6bec4193-fe1c-4354-941a-028552c66c76 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.582454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9071a164-e9e9-4350-a90d-04b9f81a6f80 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.572833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a0b37567-e610-4599-a98b-171e28479ea0 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.563363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 31e724e1-61b7-4acc-8a19-f75d50a51984 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.553850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 59a2698d-7942-4f7b-bffc-c804847ff762 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.544319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4470613a-f5ae-4440-ac4b-0474142498ce · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.534825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fe2e7645-57ee-4346-b0a8-29724e8db478 · outbound

This paper cites For the burger:.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents For the burger:

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.506119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bbf69aee-0af0-4803-af5b-f0a7ae77fc7d · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.495934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 71a51181-f1c0-4ba1-9edd-5f663bda0549 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.485828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a1d80387-77ba-48f6-b5c6-2193356e7fa4 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.473080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 04627be4-03d9-49f6-8b11-831a9b024c74 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.463294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7917b002-7fe1-424c-bf0e-46fafa2e0295 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.453444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 84509953-0242-4a24-8328-3c092b04f299 · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.443502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2b36471e-ab20-47a4-942b-55fa2b54f8ee · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.433361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 80a9724a-f206-4e79-8c38-730cc4107bde · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 57

Resolution: malformed identifier; raw_fallback, observed 2026-08-09T00:46:45.422925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6d15d80d-bb84-4251-8f64-f0e140879b7b · outbound

This paper cites an unresolved cited work.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:46:45.412695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d9f2e2ff-6572-403d-9799-0e76c729a4c8 · outbound

This paper cites After recovery, they do not make any more mistakes; they do not repeat the mistake after recovering.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents After recovery, they do not make any more mistakes; they do not repeat the mistake after recovering

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.402570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ae635b6c-c3b5-4eb3-9c97-f15587494e22 · outbound

This paper cites In this case, they repeat the mistake after recovering.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents In this case, they repeat the mistake after recovering

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:46:45.391524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 19a9acfd-0bbb-43e5-8149-e3b4a2076692 · outbound

This paper cites However, they violate the same rule for a different action at a different type of station.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents However, they violate the same rule for a different action at a different type of station

Reference 61

Resolution: malformed identifier; raw_fallback, observed 2026-08-09T00:46:45.381224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation df355c3e-ed79-4c69-8c95-f51996dfa92f · outbound

This paper cites Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-09T00:46:45.102458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb6f9b55-badf-4789-8334-9ce7ec8f17f8 · outbound

This paper cites Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-09T00:46:44.986471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58d0af0e-1c11-4c50-aaf8-a24b9a04421a · outbound

This paper cites Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping.

Robotouille: An Asynchronous Planning Benchmark for LLM Agents Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-09T00:46:44.991304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 88b4104b-b631-46f3-a03a-60e9ae7c5a99 · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review Robotouille: An Asynchronous Planning Benchmark for LLM Agents

Reference 118

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:57:38.459438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c3e2e1e8-768a-4856-8e18-01960b571f89 · inbound

TextAtari: 100K Frames Game Playing with Language Agents cites this paper.

TextAtari: 100K Frames Game Playing with Language Agents Robotouille: An Asynchronous Planning Benchmark for LLM Agents

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T10:51:57.959739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81332f97-1f0f-4be0-b2bf-56dfa6fb3977 · inbound

Engagement Process: Rethinking the Temporal Interface of Action and Observation cites this paper.

Engagement Process: Rethinking the Temporal Interface of Action and Observation Robotouille: An Asynchronous Planning Benchmark for LLM Agents

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:42:04.081015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 048e492d-b8ab-4189-ac00-425cf324dd72 · inbound

Engagement Process: Rethinking the Temporal Interface of Action and Observation cites this paper.

Engagement Process: Rethinking the Temporal Interface of Action and Observation Robotouille: An Asynchronous Planning Benchmark for LLM Agents

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-01T13:45:46.528405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6e370310-abff-4d23-b601-bdc1e74bd854 · inbound

Latent Action Reparameterization for Efficient Agent Inference cites this paper.

Latent Action Reparameterization for Efficient Agent Inference Robotouille: An Asynchronous Planning Benchmark for LLM Agents

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:48:12.875594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.