Paper Citation Record · LEDGER

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design

As of 14 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2608.10299.

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

pith.paper-citation-record.v1
2608.10299 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:14:01.110068Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

19 of 19 outbound references displayed

verified exact0
verified fuzzy2
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3473b421-e530-463a-9230-a81eb3e61f70 · outbound

This paper cites Self-Refined Large Language Model as Automated Reward Function Designer for Deep Reinforcement Learning in Robotics.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Self-Refined Large Language Model as Automated Reward Function Designer for Deep Reinforcement Learning in Robotics

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.081300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 925d2259-0d45-4205-ab79-521d129b8c9f · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.094003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5931be38-589c-4e7c-b4af-9b227db3e839 · outbound

This paper cites EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.098101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e212882e-11e8-4232-beff-0cfc7d3dbfd9 · outbound

This paper cites an unresolved cited work.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.102142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4d05967-13fa-4cdd-b40c-0ce1accc6c39 · outbound

This paper cites Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.105846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66ed8517-8781-498a-9a58-7ecb882433c3 · outbound

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

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.110068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fe670e9-1e3c-489b-a9d3-ad060307ce77 · outbound

This paper cites Curriculum Learning for Cooperation in Multi-Agent Reinforcement Learning.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Curriculum Learning for Cooperation in Multi-Agent Reinforcement Learning

Reference 246

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T04:14:01.480273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6e371df0-02d1-4779-8f12-40a776fef2e8 · outbound

This paper cites Generative Adversarial Networks.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Generative Adversarial Networks

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.059925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 176e12f6-7e8e-4542-b7fb-ed81093ba942 · outbound

This paper cites In9th International Confer- ence on Learning Representations, ICLR 2021, Vir- tual Event, Austria, May 3-7, 2021.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design In9th International Confer- ence on Learning Representations, ICLR 2021, Vir- tual Event, Austria, May 3-7, 2021

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:14:01.583020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b291aab5-0f14-4499-81a9-43eeadf1fe35 · outbound

This paper cites Everyone Contributes! Incentivizing Strategic Cooperation in Multi-LLM Systems via Sequential Public Goods Games.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Everyone Contributes! Incentivizing Strategic Cooperation in Multi-LLM Systems via Sequential Public Goods Games

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.072287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dada8ffd-9ef8-4d50-a2fc-609a26d6d267 · outbound

This paper cites InThe Eleventh International Conference on Learning Rep- resentations, ICLR 2023, Kigali, Rwanda, May 1-5,.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design InThe Eleventh International Conference on Learning Rep- resentations, ICLR 2023, Kigali, Rwanda, May 1-5,

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:14:01.558461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b685253f-43b8-41a8-af47-137b357505d0 · outbound

This paper cites Paired Open-Ended Trailblazer (POET): Endlessly Generating Increasingly Complex and Diverse Learning Environments and Their Solutions.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Paired Open-Ended Trailblazer (POET): Endlessly Generating Increasingly Complex and Diverse Learning Environments and Their Solutions

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.085565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8849906e-df28-4284-b356-f3e7ef4499e5 · outbound

This paper cites an unresolved cited work.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Unresolved cited work

Reference 2025

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:14:01.570444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dbad6e48-37f9-4726-9da7-899b2dcf1169 · outbound

This paper cites Jizhou Wu, Jianye Hao, Tianpei Yang, Xiaotian Hao, Yan Zheng, Weixun Wang, and Matthew E.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Jizhou Wu, Jianye Hao, Tianpei Yang, Xiaotian Hao, Yan Zheng, Weixun Wang, and Matthew E

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.090215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d132b60-dc5a-4e78-a28a-894ca3120370 · outbound

This paper cites Emre Can Acikgoz, Cheng Qian, Jonas Hübotter, Heng Ji, Dilek Hakkani-Tür, and Gokhan Tur.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Emre Can Acikgoz, Cheng Qian, Jonas Hübotter, Heng Ji, Dilek Hakkani-Tür, and Gokhan Tur

Reference 2340

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.029808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0bd13ad-8998-4241-9e62-cd7ed5415fb9 · outbound

This paper cites Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence

Reference 3684

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.039758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38ff78a3-bc34-4e5b-b773-aa4e427830ad · outbound

This paper cites Yanjiang Guo, Tony Lee, Lucy Xiaoyang Shi, Jianyu Chen, Percy Liang, and Chelsea Finn.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Yanjiang Guo, Tony Lee, Lucy Xiaoyang Shi, Jianyu Chen, Percy Liang, and Chelsea Finn

Reference 8057

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.064060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88a24203-06b0-4e1e-9e9c-698c53ad038f · outbound

This paper cites Yuchen Huang, Sijia Li, Minghao Liu, Wei Liu, Shi- jue Huang, Zhiyuan Fan, Hou Pong Chan, and Yi R.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Yuchen Huang, Sijia Li, Minghao Liu, Wei Liu, Shi- jue Huang, Zhiyuan Fan, Hou Pong Chan, and Yi R

Reference 8248

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.068082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d258fa41-acc2-43d2-8ef5-e5bc9f8dea6f · outbound

This paper cites EvolvingAgent: Curriculum Self-evolving Agent with Continual World Model for Long-Horizon Tasks.

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design EvolvingAgent: Curriculum Self-evolving Agent with Continual World Model for Long-Horizon Tasks

Reference 8975

Resolution: unresolved; no resolver link, observed 2026-08-14T04:14:01.050460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.