Paper Citation Record · LEDGER

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games

As of 7 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 3 inbound Pith citation observations for arXiv:2506.15624.

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

pith.paper-citation-record.v1
2506.15624 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:00:15.427310Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:34:43.819324Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T22:38:22.619623Z

Reference resolution

39 of 39 outbound references displayed

verified exact4
verified fuzzy5
unresolved28
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a59951d6-1a4f-4a9a-8731-1481bbc2a176 · outbound

This paper cites Playing repeated games with Large Language Models.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Playing repeated games with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:10.074563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08569814-a49b-4695-92ac-52314cefb949 · outbound

This paper cites Out of One, Many: Using Language Models to Simulate Human Samples.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Out of One, Many: Using Language Models to Simulate Human Samples

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:10.259911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19cb48ad-7a14-4985-9c38-fe287c81f458 · outbound

This paper cites Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:10.698107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88deb9cc-21ec-4eea-a3d7-eeea63417592 · outbound

This paper cites GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:11.342661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88a8dd37-52e1-4584-bc42-bf4e88c0714b · outbound

This paper cites Nicer Than Humans: How do Large Language Models Behave in the Prisoner's Dilemma?.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Nicer Than Humans: How do Large Language Models Behave in the Prisoner's Dilemma?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:11.476732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c14ccbf-1747-4996-8527-8de41934d345 · outbound

This paper cites GPT in Game Theory Experiments.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games GPT in Game Theory Experiments

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:11.723373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0913053-caec-4cc6-beb7-01a902bb027b · outbound

This paper cites Are Large Language Models Strategic Decision Makers? A Study of Performance and Bias in Two-Player Non-Zero-Sum Games.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Are Large Language Models Strategic Decision Makers? A Study of Performance and Bias in Two-Player Non-Zero-Sum Games

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:11.895468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d1267d-da08-41f7-adbf-48450582bd71 · outbound

This paper cites Jen-tse Huang, Eric John Li, Man Ho Lam, Tian Liang, Wenxuan Wang, Youliang Yuan, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, and Michael R.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Jen-tse Huang, Eric John Li, Man Ho Lam, Tian Liang, Wenxuan Wang, Youliang Yuan, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, and Michael R

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:12.028145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 881582e8-8b24-4c70-9896-1d185645fd38 · outbound

This paper cites How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:12.164767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92b80ee2-7088-4a6a-96ab-35c6456aef73 · outbound

This paper cites 2406.11426 arXiv:2406.11426.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games 2406.11426 arXiv:2406.11426

Reference 18

Resolution: verified exact; doi, observed 2026-08-07T00:00:17.396820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 16f9109f-f07e-4de6-b740-4cb429bd316d · outbound

This paper cites LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:12.585965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52d3a271-b00b-4c12-b9aa-f2f36190523e · outbound

This paper cites 4705130 Nelson F.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games 4705130 Nelson F

Reference 20

Resolution: malformed identifier; no resolver link, observed 2026-08-07T00:00:12.794751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ea45c46-6599-4b0c-9a5d-c8ec357d8b15 · outbound

This paper cites 2024), 157–173.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games 2024), 157–173

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:12.947516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bc6bdd3-25e7-4aad-9507-7bbd89a67f2c · outbound

This paper cites https://doi.org/10.48550/arXiv.2403.16843 arXiv:2403.16843.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games https://doi.org/10.48550/arXiv.2403.16843 arXiv:2403.16843

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:13.234851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8b0fc56-be2b-4d37-86ee-9e1fe619fe51 · outbound

This paper cites Generative Agents: Interactive Simulacra of Human Behavior.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Generative Agents: Interactive Simulacra of Human Behavior

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:13.414766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7da5dec7-ba63-4b86-b592-12af2f118608 · outbound

This paper cites The Machine Psychology of Cooperation: Can GPT models operationalise prompts for altruism, cooperation, competitiveness and selfishness in economic games?.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games The Machine Psychology of Cooperation: Can GPT models operationalise prompts for altruism, cooperation, competitiveness and selfishness in economic games?

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:13.564739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab1947be-967e-4b69-896f-fad78c9e46d8 · outbound

This paper cites LLM economicus? Mapping the Behavioral Biases of LLMs via Utility Theory.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games LLM economicus? Mapping the Behavioral Biases of LLMs via Utility Theory

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:14.010297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c35a3a95-0b42-4a14-8c2c-975eaa177db8 · outbound

This paper cites https://doi.org/10.48550/ arXiv.2410.05254 arXiv:2410.05254.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games https://doi.org/10.48550/ arXiv.2410.05254 arXiv:2410.05254

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:14.252022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d57e37c5-ee95-4a85-92c0-18db39682c6e · outbound

This paper cites Attention Is All You Need.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Attention Is All You Need

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:14.503061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a52520e-75ae-499b-a59e-7c8e14ac6fad · outbound

This paper cites TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:14.714742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af796e9a-cc3b-4556-b9d9-5060ee7a2d75 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games ReAct: Synergizing Reasoning and Acting in Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:14.952457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1fee41a-bf07-4594-89fd-2b1b2addb56c · outbound

This paper cites Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information

Reference 36

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T00:00:15.805542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5f24ce97-dee0-4592-b1d4-cfd5b6a0c438 · outbound

This paper cites an unresolved cited work.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:00:19.315511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bc21c4ec-3620-4697-816c-41c5e7effb98 · outbound

This paper cites Large Language Models Are Not Robust Multiple Choice Selectors.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Large Language Models Are Not Robust Multiple Choice Selectors

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:15.363007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9265993a-cf65-4766-a46a-80b5544915c0 · outbound

This paper cites Payoff example given is adjusted according to whether agents are playing Game A or Game B.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Payoff example given is adjusted according to whether agents are playing Game A or Game B

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:00:18.981359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f9c53d93-ca34-46c7-83d7-11992acf153c · outbound

This paper cites Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N

Reference 1974

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:00:19.626865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 05e5eb49-b006-4d0f-8367-d410f33116c6 · outbound

This paper cites Chanwoo Park, Xiangyu Liu, Asuman Ozdaglar, and Kaiqing Zhang.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Chanwoo Park, Xiangyu Liu, Asuman Ozdaglar, and Kaiqing Zhang

Reference 1996

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:00:20.130549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cae09467-7b5d-41d5-bfa5-b057f19d3f1d · outbound

This paper cites 1999), 79–103.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games 1999), 79–103

Reference 1999

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:11.576866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36611827-6dda-4b91-8360-3a712fa3f54b · outbound

This paper cites an unresolved cited work.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Unresolved cited work

Reference 2002

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:10.577550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 550266df-dcd4-4209-aeba-70e91fbea4e8 · outbound

This paper cites an unresolved cited work.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Unresolved cited work

Reference 2004

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:00:19.896744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4269e19-5ec6-4c20-bb34-210f9075029f · outbound

This paper cites InDecision Modeling and Behavior in Complex and Uncertain Environments, Tamar Kugler, J.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games InDecision Modeling and Behavior in Complex and Uncertain Environments, Tamar Kugler, J

Reference 2008

Resolution: verified exact; doi, observed 2026-08-07T00:00:16.664742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bf0a3b71-2e45-467d-a164-14c19f16766a · outbound

This paper cites https://doi.org/10.1016/j.geb.2008.02.007 Jillian Ross, Yoon Kim, and Andrew W.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games https://doi.org/10.1016/j.geb.2008.02.007 Jillian Ross, Yoon Kim, and Andrew W

Reference 2009

Resolution: verified exact; doi, observed 2026-08-07T00:00:16.353951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 641bd4fd-0310-4758-a182-3c916c9943f2 · outbound

This paper cites Wiley(2011).

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Wiley(2011)

Reference 2011

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:00:20.493802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c5287c02-a8ea-4c29-a54e-2b886c874a8f · outbound

This paper cites Peter Auer, Nicolò Cesa-Bianchi, Yoav Freund, and Robert E.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Peter Auer, Nicolò Cesa-Bianchi, Yoav Freund, and Robert E

Reference 2012

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:00:20.905094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7cc1b9d6-1f86-45e8-bc8e-3a47f12b9204 · outbound

This paper cites Language Models are Few-Shot Learners.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Language Models are Few-Shot Learners

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:10.875480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebbb5cb3-dc95-4b92-af8e-f7996cc8bb9a · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:14.814973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d2ba681-0c3f-4035-b6c4-5123878f06c5 · outbound

This paper cites Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:10.021708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5959302-6c71-46c7-b8ad-88fbf2892d0a · outbound

This paper cites LLM-driven Imitation of Subrational Behavior : Illusion or Reality?.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games LLM-driven Imitation of Subrational Behavior : Illusion or Reality?

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T00:00:11.072724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3995aa6-e5c7-463b-9c44-c7e22ddf9506 · outbound

This paper cites https://doi.org/10.48550/arXiv.2502.20432 arXiv:2502.20432 [cs] version:.

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games https://doi.org/10.48550/arXiv.2502.20432 arXiv:2502.20432 [cs] version:

Reference 2025

Resolution: verified exact; doi, observed 2026-08-07T00:00:17.724112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 0be2d40a-9cd3-46f0-af53-a26bd9d8feb7 · inbound

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents cites this paper.

A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T21:34:43.819324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2c07db2-9048-487e-9193-caf47937f999 · inbound

Exploring Silicon-Based Societies: An Early Study of the Moltbook Agent Community cites this paper.

Exploring Silicon-Based Societies: An Early Study of the Moltbook Agent Community The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T06:14:15.169566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 489d586f-afb8-4398-bb1a-d850789840b5 · inbound

Competition and Cooperation of LLM Agents in Games cites this paper.

Competition and Cooperation of LLM Agents in Games The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-13T22:38:22.621009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.