Paper Citation Record · LEDGER

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning

As of 9 August 2026, this Paper Citation Record lists 100 of 226 outbound references and 8 inbound Pith citation observations for arXiv:2502.05453.

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

pith.paper-citation-record.v1
2502.05453 v1

Coverage vector

measured 100 of 226 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:19:44.357578Z

measured 108 of 108 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:00:54.105622Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T23:25:07.233030Z

Reference resolution

100 of 226 outbound references displayed

verified exact0
verified fuzzy0
unresolved94
parse uncertain0
malformed identifier6
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 442278ff-59dd-464c-9982-2fa19a88b431 · outbound

This paper cites On collaboration, I aimed to support Agent 0 by gathering and sharing wood.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning On collaboration, I aimed to support Agent 0 by gathering and sharing wood

Reference 2

Resolution: malformed identifier; no resolver link, observed 2026-08-08T19:19:44.111519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01a8b4f8-adf1-4b86-8690-7a522e35133d · outbound

This paper cites In the past, I successfully navigated to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning In the past, I successfully navigated to a tree

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.968791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be718bc3-5068-4317-a992-287c5b959dae · outbound

This paper cites In the past, I successfully navigated to a tree; I failed to collect additional wood.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning In the past, I successfully navigated to a tree; I failed to collect additional wood

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.987275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c9d4098-ce0e-46bc-8c2c-455ddd3ae0a8 · outbound

This paper cites Plansformer: Generating Symbolic Plans using Transformers.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Plansformer: Generating Symbolic Plans using Transformers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.896849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa96ef4a-32e8-4fc9-9d19-f18dd0a1fca9 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.914938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1acbfa22-315f-413d-b8cf-3bc2c2ba4281 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.926577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 404e54fc-2d33-417f-82e0-24e3a1973474 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.930093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c98b7bd2-9bf8-4855-8923-513736ce3abc · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.942034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 540137c6-cc78-4f85-91fa-4e2b2c8f3d96 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.945271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52d95137-ca72-4246-9eef-80f01adc5ae2 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.948962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbefd96b-7dc4-457a-a5f2-a3ec8cc2a87d · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.952881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe6971c8-4a82-4545-a0e7-4a46432d7803 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.957555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84f84ba4-8652-4f43-b10f-f4f36c307a3b · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.960954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfa1851d-86f1-4378-b5be-49d3e5cb6541 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.964780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d052599c-ef21-4db6-a731-352cd32e0afb · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.972545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f2b85a-e889-4950-ab68-18114403efdd · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.980628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d761b230-a71c-4f27-87f0-2a861c7cd3cb · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.983936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3e5742f-442a-4a96-9729-ab8bd2c9ade9 · outbound

This paper cites In the past, I successfully navigated towards a tree but failed to collect additional wood due to facing the wrong direction.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning In the past, I successfully navigated towards a tree but failed to collect additional wood due to facing the wrong direction

Reference 28

Resolution: malformed identifier; no resolver link, observed 2026-08-08T19:19:44.262501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9032fc7b-bb1f-4be0-bb18-dde2c395a557 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.990848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1483f9e1-ecd7-4381-909d-db6d4697cba4 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.994175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ad31c3f-3b12-450b-b0d3-42b609076c44 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:43.998109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15d18a29-4429-4ae6-9aa4-59711a7f17ec · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.001822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4f4dbae-73ff-4309-981a-f59856b8c281 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.005017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40cd65ac-ade8-4c1b-8e70-603b92c9ad0f · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.012409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 433c5665-20df-49bb-bd57-da62f81d99b3 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.015644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d257c655-1f30-48bb-a994-77cb81971b5a · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.018838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cae5f394-d389-42e1-9db1-ae658f1f46ae · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.021889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d60d141-eb13-4ad3-99d5-dbcc2df60f56 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.028391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b8683d8-2ebc-4b48-985a-cb605db10155 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.031861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8a4daec-727c-4716-82c5-8faec3c6f705 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.035590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b3863d6-1e01-405b-abc9-3925829a810f · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.038968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33f33f7c-c519-43a9-a009-b57fd0336bad · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.045901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeaf83d9-5510-45fa-afb8-d76d82275040 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.049452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e6f0786-baa6-4d8f-b213-ff439d413004 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.054778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3df239e-ecf8-4635-9915-c2a36f3bcb14 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.061819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad3eca5d-c964-4e36-84aa-2eac55a8d18b · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.065428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf95a9ab-76eb-4624-aee8-096970f66fa3 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.068795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25eb7205-0f4f-45e9-9485-e34e03f882ce · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.075356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0581097-ab9b-4c32-9ea0-d6d8e480b065 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.078798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 657fddfa-216d-45a2-a55b-ef50f3c070d1 · outbound

This paper cites Player 1 is doing (<ActionType.Navigator: 'Navigator'>, <NavigationDestinati onItems.TREE: 'tree'>, <ShareableItems.NOT_APPLICABLE: 'not_applicable'>, -.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Player 1 is doing (<ActionType.Navigator: 'Navigator'>, <NavigationDestinati onItems.TREE: 'tree'>, <ShareableItems.NOT_APPLICABLE: 'not_applicable'>, -

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.082523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c51d17f0-9e7d-4ccf-8ce3-59b48a1b443e · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.085888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6f18351-4946-40ff-a9d4-6494fb8eb043 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.089577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52d946d0-1e6b-4c73-95ce-762deebcd18b · outbound

This paper cites In the past, I successfully navigated to a tree; I failed to place a table due to lack of wood and proper positioning on grass.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning In the past, I successfully navigated to a tree; I failed to place a table due to lack of wood and proper positioning on grass

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.093446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cee109f0-9ac9-46cc-b2e7-fc98c475dc09 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.097387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b32d5fe5-5d17-4450-a5bc-c96945ec2b23 · outbound

This paper cites Player 1 is doing (<ActionType.Navigator: 'Navigator'>, <NavigationDestinati onItems.TREE: 'tree'>, <ShareableItems.NOT_APPLICABLE: 'not_applicable'>, -.

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.101354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2ddd281-1303-45e8-851a-dc6e55d97015 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.104719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd7379ec-d47a-4157-9476-441a80c59270 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.107911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad7ae6ab-4082-4f54-905e-07be94c1d7f4 · outbound

This paper cites In the past, I waited for an iron pickaxe to collect the diamond.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning In the past, I waited for an iron pickaxe to collect the diamond

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.357578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc4c1585-8b24-47d6-882f-7b02a467ae9a · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.118015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e8d1a3f-8593-4e26-ab28-2cfb13459a21 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.121880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a740131-983c-4df1-b11f-1a51ebf1f709 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 67

Resolution: malformed identifier; no resolver link, observed 2026-08-08T19:19:44.126185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88c487df-da9a-432d-802f-50fbbf7d8fe6 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.132704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d367c15-a2e8-4692-996e-c99b1adba8d0 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.135999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44b08f7d-eda8-43c4-9556-8e7fe3eeebc5 · outbound

This paper cites On collaboration, I aimed to support Agent 0 by gathering and sharing wood.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning On collaboration, I aimed to support Agent 0 by gathering and sharing wood

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.139414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a1e728e-70ca-445e-91bc-13780a471c3d · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 72

Resolution: malformed identifier; no resolver link, observed 2026-08-08T19:19:44.142844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff61104b-afd7-4a72-b4de-9392d40e0ecb · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.146089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f098d64b-bed3-48a0-9139-b54aa1799ff6 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.149533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48d743a6-3608-451e-9f72-b21646a45129 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.152878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0bcff02-a9fc-450f-ae11-c75cbaa8211f · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.156319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30d7d029-242d-4900-aeb6-2e28c872cb35 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.159431Z

Source-reported events for the cited work

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Observation 962b91c3-70fc-4f21-8bdb-ee339891b75e · outbound

This paper cites do". Attempted.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning do". Attempted

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.162467Z

Source-reported events for the cited work

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Observation 2f57e112-c042-4331-a034-2ff23c605a68 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.165977Z

Source-reported events for the cited work

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Observation f66adde5-6e75-4561-a91e-9f29dafcdcb1 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.169231Z

Source-reported events for the cited work

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Observation cc9dc102-e372-43ff-beb1-542a3a905ab5 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.172835Z

Source-reported events for the cited work

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Observation edf14efb-323c-4d68-955b-d13ffed05ee3 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.176343Z

Source-reported events for the cited work

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Observation 4463eb9f-779e-4167-9598-9c44635dc17b · outbound

This paper cites In the past, I successfully placed a table; I failed to collect enough wood.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning In the past, I successfully placed a table; I failed to collect enough wood

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.179602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51d43d8c-22ef-46e8-b1e3-cb743a684389 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.182856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b344c23-66c2-4e5a-b5bc-04431f710793 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.186234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5338da20-a16a-4b05-a527-5822afdf2484 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.189418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90ad77c0-1d9d-4a7d-b745-d6cd723db2fc · outbound

This paper cites In the past, I successfully placed a table; I failed to collect enough wood.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning In the past, I successfully placed a table; I failed to collect enough wood

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.192896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f0f09d1-2ed2-4a94-a271-20bcd0239948 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.196268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3759ffb-0db4-4b88-a582-d9357e34c3ae · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.199512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f361550-feb9-41a8-a3cf-243dad1196c1 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.203321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1e5deeb-8d6d-4fae-bf4e-a58914327a51 · outbound

This paper cites do". Attempted.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning do". Attempted

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.206757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcb508cd-27ac-48f1-94d2-d0d73ddb79aa · outbound

This paper cites In the past, I successfully placed a table; I failed to collect enough wood for crafting beyond that.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning In the past, I successfully placed a table; I failed to collect enough wood for crafting beyond that

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.210156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94edfb7f-a466-4b32-9cb6-768e41bbac08 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.213432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c36fb2ae-2d99-4a7c-b02f-dc6a0221aa04 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.216848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18b0e9d9-e82a-415f-8ba4-17fd891baa13 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.220285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82c2756d-3a92-4972-9a9e-f6ea8cccaaaa · outbound

This paper cites In the past, I successfully navigated towards targets but failed to gather enough materials due to improper facing direction.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning In the past, I successfully navigated towards targets but failed to gather enough materials due to improper facing direction

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.223516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4397e95-db7d-4b9c-b184-27c39a6ed018 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.226842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0554f851-8569-4987-8586-09c1eeb24187 · outbound

This paper cites In the past, I successfully placed a table; I failed to collect enough wood for crafting beyond that.

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.230468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8046bf0b-6021-453f-9108-1be717eda7f3 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.233699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 108eb012-e756-47a5-bd9a-9229267ecc5f · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.237123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a37028a2-6372-4f26-bbb7-7ac10fa5112d · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.240491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04998e3a-ccfd-453c-8fd1-7ba36144bee6 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.243632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36f81d22-205e-45e8-866f-d0930c4a64fb · outbound

This paper cites In the past, I successfully navigated to a tree; I failed to navigate accurately earlier.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning In the past, I successfully navigated to a tree; I failed to navigate accurately earlier

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.247090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4881f54c-a984-466e-a577-b473a2b5f36b · outbound

This paper cites place_table.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning place_table

Reference 104

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.250448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47c0ef13-85e9-415a-8aee-4898815ba3dc · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 105

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.253734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 827a31dd-a025-4944-86cf-e6c0d7413c08 · outbound

This paper cites do". Attempted.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning do". Attempted

Reference 106

Resolution: malformed identifier; no resolver link, observed 2026-08-08T19:19:44.258408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4680b17-1cb4-45de-abbd-36203e4f48f4 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 108

Resolution: malformed identifier; no resolver link, observed 2026-08-08T19:19:44.266002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94d8389d-f5b3-4f76-9642-4930784a8134 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 109

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.269412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c797ca8-d07a-4e01-998f-d1b7086e8032 · outbound

This paper cites an unresolved cited work.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning Unresolved cited work

Reference 110

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.272791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 366bce6d-b5b6-45d7-9f85-f69ee11ec4d3 · outbound

This paper cites navigate to a tree.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a tree

Reference 111

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.276135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8003e9e9-b16d-495b-96c1-134431022ce8 · outbound

This paper cites do". Attempted.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning do". Attempted

Reference 112

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.279857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8378c54-b5d0-4c16-a5bd-e3afc832743d · outbound

This paper cites place_table.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning place_table

Reference 113

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.283620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b98c6d2c-7174-4420-9f12-9757421a9217 · outbound

This paper cites In the past, I successfully navigated to areas of interest like stone; I failed to collect stone due to lacking a wood pickaxe.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning In the past, I successfully navigated to areas of interest like stone; I failed to collect stone due to lacking a wood pickaxe

Reference 114

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.288847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47eafcb8-7c1f-46bb-9e4c-73be28ca643e · outbound

This paper cites navigate to a diamond.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a diamond

Reference 115

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.292271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 906ebabf-c520-45f1-8d01-31ea56b7c050 · outbound

This paper cites noop". Attempted.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning noop". Attempted

Reference 116

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.295659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c97936a-c1b6-434a-b936-6191c353f7fe · outbound

This paper cites navigate to a not_applicable.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a not_applicable

Reference 117

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.299001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2cc33e2-af24-45b4-b4c3-b86ca5208da3 · outbound

This paper cites navigate to a table.

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning navigate to a table

Reference 118

Resolution: unresolved; no resolver link, observed 2026-08-08T19:19:44.303641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d04225c5-6099-4999-96be-f90d953f9649 · inbound

AI Agent Behavioral Science cites this paper.

AI Agent Behavioral Science LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning

Reference 178

Resolution: unresolved; no resolver link, observed 2026-08-07T11:00:54.105622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a87c405-bd99-4056-9fa7-43412e926933 · inbound

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities cites this paper.

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T23:26:48.730280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4a35d72-1399-4737-ab4a-c72cbe1bb44f · inbound

Efficient Algorithms for Learning and Compressing Monophonic Halfspaces in Graphs cites this paper.

Efficient Algorithms for Learning and Compressing Monophonic Halfspaces in Graphs LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T22:01:47.518001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95ffaea9-3b4a-46d3-8b6b-f9d00c0ccfb4 · inbound

Toward Efficient Agents: Memory, Tool learning, and Planning cites this paper.

Toward Efficient Agents: Memory, Tool learning, and Planning LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning

Reference 164

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:47.798844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 491f81ca-2578-49a3-8210-68630825c6aa · inbound

DIG to Heal: Scaling General-purpose Agent Collaboration via Explainable Dynamic Decision Paths cites this paper.

DIG to Heal: Scaling General-purpose Agent Collaboration via Explainable Dynamic Decision Paths LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T19:59:46.926863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b976e371-f875-4732-927e-4a2faba8823f · inbound

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:20:57.054333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 098ba3cb-8f03-4100-96af-4d4270e4b335 · inbound

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-20T23:19:15.238981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 090c326b-0901-481e-a9cd-1a4dbd83c5e3 · inbound

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-06-30T23:25:07.234691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.