Paper Citation Record · LEDGER

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding

As of 15 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2508.17971.

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

pith.paper-citation-record.v1
2508.17971 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:00:25.413094Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy8
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f227ca99-ff3c-4de6-8344-fe86e7223182 · outbound

This paper cites KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T17:00:25.292096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d8c1ab8-a094-4cf7-a4fd-bb62a4cd69d7 · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T17:00:25.297490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3a9f5e5-8d69-495c-852f-97d15756d880 · outbound

This paper cites Surynek, ``Problem compilation for multi-agent path finding: a survey.'' in IJCAI, 2022, pp.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Surynek, ``Problem compilation for multi-agent path finding: a survey.'' in IJCAI, 2022, pp

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:00:25.964976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 706fbffe-cedc-49e2-b23c-7c0420b9cda7 · outbound

This paper cites Sharon, R.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Sharon, R

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:00:25.950613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4132e69b-24d6-4785-9bfe-9e256d8a8dc5 · outbound

This paper cites Sartoretti, J.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Sartoretti, J

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:00:25.935693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c7f4e33b-dfeb-45e5-82df-04c8dc1db50b · outbound

This paper cites an unresolved cited work.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:00:25.921679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cae0bced-2d3d-4f8d-96a1-2530a912c956 · outbound

This paper cites an unresolved cited work.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:00:25.907859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 66aa5e7a-171b-49c2-af70-e6ba372c4382 · outbound

This paper cites an unresolved cited work.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:00:25.893305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6dc4e3b6-cc33-40e9-ab3b-392273b784fe · outbound

This paper cites an unresolved cited work.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:00:25.877843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1355cd1e-cfd5-4627-a2ec-abf83e241f2c · outbound

This paper cites Why Solving Multi-agent Path Finding with Large Language Model has not Succeeded Yet.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Why Solving Multi-agent Path Finding with Large Language Model has not Succeeded Yet

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T17:00:25.334930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29d52dd6-58bb-451c-8c26-a903f0bafecf · outbound

This paper cites Stern, N.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Stern, N

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:00:25.862362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5d506b94-f751-4ed4-a581-d52c7e9a8a88 · outbound

This paper cites Andreychuk, K.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Andreychuk, K

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:00:25.847992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1c570dbf-1605-4aed-9d76-029e8c029b40 · outbound

This paper cites an unresolved cited work.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:00:25.833409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 889fc7f0-dcbb-40d3-b57f-d6e84a782037 · outbound

This paper cites an unresolved cited work.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:00:25.817326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b5b4ef1e-411f-423a-8a2a-c6a98afa48a7 · outbound

This paper cites an unresolved cited work.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:00:25.801903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation aab4e844-baf9-4d8f-b851-0aa4a6f01062 · outbound

This paper cites Tree-of-Code: A Tree-Structured Exploring Framework for End-to-End Code Generation and Execution in Complex Task Handling.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Tree-of-Code: A Tree-Structured Exploring Framework for End-to-End Code Generation and Execution in Complex Task Handling

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T17:00:25.362897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2ab8468-66d2-4f64-9b23-af96a280e839 · outbound

This paper cites ShieldLearner: A New Paradigm for Jailbreak Attack Defense in LLMs.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding ShieldLearner: A New Paradigm for Jailbreak Attack Defense in LLMs

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T17:00:25.367763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24947609-faba-45ca-a89d-9ce174024701 · outbound

This paper cites LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T17:00:25.372616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 675cbc10-c1cd-4769-a6c0-6f36323a3763 · outbound

This paper cites AgentCoord: Visually Exploring Coordination Strategy for LLM-based Multi-Agent Collaboration.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding AgentCoord: Visually Exploring Coordination Strategy for LLM-based Multi-Agent Collaboration

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T17:00:25.377421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f132feab-c76b-494b-9f67-ffe52b00281a · outbound

This paper cites Veli c kovi \'c and C.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Veli c kovi \'c and C

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:00:25.788211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 06d221a8-96e6-49de-9ecd-4c5aa7ef2b0b · outbound

This paper cites How Powerful are Graph Neural Networks?.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding How Powerful are Graph Neural Networks?

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T17:00:25.386578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b52cd3f-bae6-47cf-90da-8953812acd69 · outbound

This paper cites A Generalization of Convolutional Neural Networks to Graph-Structured Data.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding A Generalization of Convolutional Neural Networks to Graph-Structured Data

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T17:00:25.390959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbb31629-dea2-4100-8a06-b8b4ad8b6e68 · outbound

This paper cites Transformers meet Neural Algorithmic Reasoners.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Transformers meet Neural Algorithmic Reasoners

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T17:00:25.395822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e1fbf27-c325-4a4e-9c4c-ee75de6043f9 · outbound

This paper cites Cappart, D.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Cappart, D

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:00:25.773832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 345bd63a-0417-4718-b17d-98bd4e4e85bc · outbound

This paper cites Ma, ``Graph-based multi-robot path finding and planning,'' Current Robotics Reports, vol.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Ma, ``Graph-based multi-robot path finding and planning,'' Current Robotics Reports, vol

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:00:25.759185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 398f4ae3-031e-4ec7-9e1d-d906992e9dab · outbound

This paper cites an unresolved cited work.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:00:25.743652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 791431b2-476c-4ced-a532-5391c311568b · outbound

This paper cites Engelmore, Robert and Morgan, Anthony.

Neural Algorithmic Reasoners informed Large Language Model for Multi-Agent Path Finding Engelmore, Robert and Morgan, Anthony

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T17:00:25.413094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.