Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting | Paper Citation Record

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This paper cites Claude opus 4.5 system card, 2025.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Claude opus 4.5 system card, 2025

Reference 1

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This paper cites The Scaling Laws of Skills in LLM Agent Systems.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting The Scaling Laws of Skills in LLM Agent Systems

Reference 2

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This paper cites A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Reference 3

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This paper cites Livemathematicianbench: A live benchmark for mathematician-level reasoning with proof sketches.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Livemathematicianbench: A live benchmark for mathematician-level reasoning with proof sketches

Reference 4

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Evotest: Evolutionary test-time learning for self-improving agen- tic systems

Reference 5

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Reference 6

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This paper cites From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills

Reference 7

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This paper cites SoK: Agentic Skills -- Beyond Tool Use in LLM Agents.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting SoK: Agentic Skills -- Beyond Tool Use in LLM Agents

Reference 8

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This paper cites Organizing, orchestrating, and benchmarking agent skills at ecosys- tem scale.arXiv preprint arXiv:2603.02176, 2026.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Organizing, orchestrating, and benchmarking agent skills at ecosys- tem scale.arXiv preprint arXiv:2603.02176, 2026

Reference 9

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This paper cites MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation

Reference 10

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting SkillForge: Forging Domain-Specific, Self-Evolving Agent Skills in Cloud Technical Support

Reference 11

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This paper cites Spreadsheetbench: Towards challenging real world spreadsheet manipulation.Advances in Neural Informa- tion Processing Systems, 2024.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Spreadsheetbench: Towards challenging real world spreadsheet manipulation.Advances in Neural Informa- tion Processing Systems, 2024

Reference 12

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This paper cites SkillClaw: Let Skills Evolve Collectively with Agentic Evolver.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Reference 13

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Unresolved cited work

Reference 14

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This paper cites Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

Reference 15

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting SkillOS: Learning Skill Curation for Self-Evolving Agents

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:01.665766Z

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This paper cites The Berkeley function calling leaderboard (BFCL): From tool use to agentic evaluation of large lan- guage models.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting The Berkeley function calling leaderboard (BFCL): From tool use to agentic evaluation of large lan- guage models

Reference 17

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This paper cites AutoRefine: From trajectories to reusable exper- tise for continual llm agent refinement.arXiv preprint arXiv:2601.22758, 2026.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting AutoRefine: From trajectories to reusable exper- tise for continual llm agent refinement.arXiv preprint arXiv:2601.22758, 2026

Reference 18

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This paper cites Qwen3.7-Plus: Multimodal agent intelli- gence, May 2026.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Qwen3.7-Plus: Multimodal agent intelli- gence, May 2026

Reference 19

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Qwen3.7: The agent frontier, May 2026

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:01.836514Z

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Skillopt: Trajectory- derived, verifier-grounded compilation of LLM-agent skills

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:01.870799Z

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This paper cites SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

Reference 22

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This paper cites Search and refine during think: Facilitating knowledge refinement for improved retrieval-augmented reasoning.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Search and refine during think: Facilitating knowledge refinement for improved retrieval-augmented reasoning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:01.959081Z

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This paper cites ALFWorld: Aligning text and embodied environments for interactive learning.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting ALFWorld: Aligning text and embodied environments for interactive learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:01.997455Z

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This paper cites Reinforcement learning: An introduction 2nd ed.MIT press Cambridge, 2018.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Reinforcement learning: An introduction 2nd ed.MIT press Cambridge, 2018

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:02.046948Z

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This paper cites Skill-R1: Agent Skill Evolution via Reinforcement Learning.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Skill-R1: Agent Skill Evolution via Reinforcement Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:02.091143Z

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This paper cites SkillX: Automatically Constructing Skill Knowledge Bases for Agents.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting SkillX: Automatically Constructing Skill Knowledge Bases for Agents

Reference 27

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This paper cites V oyager: An open-ended embodied agent with large language models.Transactions on Machine Learning Research, 2024.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting V oyager: An open-ended embodied agent with large language models.Transactions on Machine Learning Research, 2024

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:02.152306Z

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This paper cites SkillGrad: Optimizing Agent Skills Like Gradient Descent.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting SkillGrad: Optimizing Agent Skills Like Gradient Descent

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:02.218664Z

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:02.300541Z

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This paper cites Inducing programmatic skills for agentic tasks.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Inducing programmatic skills for agentic tasks

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:02.389138Z

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Agent workflow memory

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:02.473850Z

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This paper cites Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:02.563189Z

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This paper cites SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Reference 34

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This paper cites Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward

Reference 35

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This paper cites SkillOpt: Executive Strategy for Self-Evolving Agent Skills.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:02.818875Z

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This paper cites Autoskill: Experience-driven lifelong learning via skill self-evolution.arXiv preprint arXiv:2603.01145, 2026.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Autoskill: Experience-driven lifelong learning via skill self-evolution.arXiv preprint arXiv:2603.01145, 2026

Reference 37

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This paper cites SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories

Reference 38

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This paper cites CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 39

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This paper cites SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills

Reference 40

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This paper cites LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners

Reference 41

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting SkillLearnBench: Benchmarking Continual Learning Methods for Agent Skill Generation on Real-World Tasks

Reference 42

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Unresolved cited work

Reference 43

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Error analysis reveals two systematic failure modes induced by skill wording rather than model incapacity

Reference 44

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting place only the option label inside the<answer>tag, no explana- tions

Reference 45

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting reasoning zone

Reference 46

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Unresolved cited work

Reference 47

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting •Output format compliance: all responses must contain exactly one<answer>tag

Reference 48

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting •Cluster B (11 errors): 4 of 11 now apply bidirectional verification and select the exact-fit option

Reference 49

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Nothing happens

Reference 50

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Unresolved cited work

Reference 55

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Unresolved cited work

Reference 56

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Unresolved cited work

Reference 57

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Reference 58

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting A stronger or more complete statement often needs an extra assumption not given in the problem

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting The correct option is the statement that exactly fits the problem assumptions

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Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting Do not prefer or reject an option only because it looks stronger or safer.,→ ## 4

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