Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-22T14:24:32.031008Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2505.13126.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-22T14:24:32.031008Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-16T08:07:48.508022Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-05-16T08:10:45.557324Z
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 79dbf86f-a8f4-4d89-94f1-74e96fe3cb4b · outbound
Iterative Formalization and Planning in Partially Observable Environments Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e74ba89e-76fb-4443-8ab4-320f2c0ea8e0 · outbound
Iterative Formalization and Planning in Partially Observable Environments LLM+P: Empowering Large Language Models with Optimal Planning Proficiency
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 13ad79a4-d35d-4601-a1f0-fe5bb1eddd8e · outbound
Iterative Formalization and Planning in Partially Observable Environments CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bbe5e58f-4294-4fbe-90ae-1d740f82901c · outbound
Iterative Formalization and Planning in Partially Observable Environments PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a5d2028f-f30b-4135-a175-75ec4350fb07 · outbound
Iterative Formalization and Planning in Partially Observable Environments Karthik Valmeekam, Sarath Sreedharan, Matthew Mar- quez, Alberto Olmo, and Subbarao Kambhampati
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f9cde2d5-c12e-463a-a604-cfcf3e8c3bbc · outbound
Iterative Formalization and Planning in Partially Observable Environments On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3875c7b8-0668-43dd-9b39-5c3620e68bf0 · outbound
Iterative Formalization and Planning in Partially Observable Environments You are in the backyard
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ed3a2e9b-38d9-480e-96b0-318e55fc5225 · outbound
Iterative Formalization and Planning in Partially Observable Environments No door to open
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 993de30b-4cbc-4b52-9ed3-b6fb6425a897 · outbound
Iterative Formalization and Planning in Partially Observable Environments (Error fixed!) Observation 3 You are in the driveway
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 08149795-792c-4527-9ffb-e23a3f8123cf · outbound
Iterative Formalization and Planning in Partially Observable Environments Three planning frameworks per LLM; dashes mark metrics that are not defined for that framework
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ed66387a-9d60-486d-adec-d1b243003fbf · outbound
Iterative Formalization and Planning in Partially Observable Environments I’m not sure what you mean
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9bad32a7-0697-4d20-b1c6-ba5f7eb1c9fb · outbound
Iterative Formalization and Planning in Partially Observable Environments df": "
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e2d58f29-424a-489d-b3b1-1d8da54ccc63 · outbound
Iterative Formalization and Planning in Partially Observable Environments df": "
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3399dccd-a845-4dce-b6d1-6e4d185f899a · outbound
Iterative Formalization and Planning in Partially Observable Environments df": "
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7bcdf0c6-38ce-4175-b4bc-324e7961babe · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dae034e6-9ab7-49a0-bbc0-606dc5eeb529 · outbound
Iterative Formalization and Planning in Partially Observable Environments No additional memory available
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c8c069c5-77cb-42f0-ae38-78e127c50cbf · outbound
Iterative Formalization and Planning in Partially Observable Environments For example, if you need to slice and then heat an object, first focus on slicing it, and then move on to heating it
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fa3ab865-00c7-4219-b336-106af846848e · outbound
Iterative Formalization and Planning in Partially Observable Environments df": "
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6ed08174-ab7a-409f-b508-793b9ef52ec1 · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 08cfefa4-e66f-4b52-a3f9-9f1b0162af42 · outbound
Iterative Formalization and Planning in Partially Observable Environments The process involves two main stages
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a25e0196-badd-46cd-add3-aa8ba5c2c7e3 · outbound
Iterative Formalization and Planning in Partially Observable Environments Some receptacles cannot be opened so you can directly see what objects after you go to that receptacle
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9c3198c7-36d8-4503-a6b9-68529fbc2ddd · outbound
Iterative Formalization and Planning in Partially Observable Environments Remember your goal is Your task is to: put some cloth on bathtubbasin
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b33b4f9e-2627-460b-96b6-960540a03063 · outbound
Iterative Formalization and Planning in Partially Observable Environments For example, go to fridge, then cool the object with receptacle
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3d445a03-2bf6-4396-a965-4225963fc3ea · outbound
Iterative Formalization and Planning in Partially Observable Environments Don't forget to put the sharp object back to the receptacle after you finish slicing
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8da071cc-8824-459c-8a88-bb299259dc17 · outbound
Iterative Formalization and Planning in Partially Observable Environments You don't need to take the lamp but directly use it
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 85804054-b178-48da-822b-bd5d31e80877 · outbound
Iterative Formalization and Planning in Partially Observable Environments For example, if you need to slice and then heat an object, first focus on slicing it, and then move on to heating it
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c1be9b6d-b39e-4b9e-bb1c-879299cee807 · outbound
Iterative Formalization and Planning in Partially Observable Environments df": "
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation de46f20d-4e3d-4a01-940d-a700c91bb1a1 · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 38e9f636-8e89-4874-9856-5aa8471165f0 · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 04a0f195-caad-4edf-a803-04d8ebad0a8f · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation afccc048-83e4-4db0-b1c5-f0b7e75a48be · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b92c3286-5f25-4286-a895-a0f77c18cd38 · outbound
Iterative Formalization and Planning in Partially Observable Environments Goal 1.2: If the receptacle is closed, use the OpenObject action to reveal its contents
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 85076908-aa3b-4087-a4a1-acf91149f6ab · outbound
Iterative Formalization and Planning in Partially Observable Environments df": "
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d5f1c99c-ab4b-45d0-b655-b82db65829b1 · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a69ead9e-5b2f-4e1d-a8c7-46b6ba4415e5 · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fc97de24-d8c3-4049-8d84-299698bfae1b · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eb33de42-f5d0-4454-bb0f-e4e215fb320e · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a6337159-d3ae-4c7a-a583-e3773fd5f1c5 · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 77f09a0a-b0ec-4cd7-abdb-22a7b3a58fbf · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 15437590-5cf4-4411-b374-cde2bbdc6d09 · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5cfd86f0-b7e9-4f8e-9c48-c4532508ad3c · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7786d52d-9260-46e9-bcc2-6c5455c3017b · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e73cf353-e430-4065-a6b1-7115c36a0b38 · outbound
Iterative Formalization and Planning in Partially Observable Environments Goal 1.2: If the receptacle is closed, use the OpenObject action to reveal its contents
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d4fcaad1-5c0e-43ae-8502-4e75e103b7ba · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 83
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6ae4e71f-ee5e-48ad-8082-d486e7dbe7de · outbound
Iterative Formalization and Planning in Partially Observable Environments Some receptacles cannot be opened so you can directly see what objects after you go to that receptacle
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4c1db863-a6e3-4ee6-a1bf-5be4c253c4d0 · outbound
Iterative Formalization and Planning in Partially Observable Environments This may involve more than simply transferring it from one place to another
Reference 85
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 952e921b-cdae-48a0-81c0-ae51586dc1c5 · outbound
Iterative Formalization and Planning in Partially Observable Environments towelholder1
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1a68da63-5198-45f2-8871-d36980356762 · outbound
Iterative Formalization and Planning in Partially Observable Environments Unresolved cited work
Reference 87
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5b8a1e7f-5135-4038-8c7b-260883af4c39 · outbound
Iterative Formalization and Planning in Partially Observable Environments actions": [
Reference 88
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 32370453-06a2-4e2f-9cac-78d4601d3498 · inbound
KGLAMP: Knowledge Graph-guided Language model for Adaptive Multi-robot Planning and Replanning Iterative Formalization and Planning in Partially Observable Environments
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.