{"total":162,"rows":[{"id":"2603.25158","title":"Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills","created":"2026-03-26","cited_by_count":187,"area":"agents"},{"id":"2605.23904","title":"SkillOpt: Executive Strategy for Self-Evolving Agent Skills","created":"2026-05-22","cited_by_count":148,"area":"agents"},{"id":"2604.25850","title":"Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses","created":"2026-04-28","cited_by_count":142,"area":"agents"},{"id":"2604.01687","title":"CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification","created":"2026-04-02","cited_by_count":128,"area":"agents"},{"id":"2604.02268","title":"SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization","created":"2026-04-02","cited_by_count":94,"area":"agents"},{"id":"2604.08377","title":"SkillClaw: Let Skills Evolve Collectively with Agentic Evolver","created":"2026-04-09","cited_by_count":81,"area":"agents"},{"id":"2604.20087","title":"SkillLearnBench: Benchmarking Continual Learning Methods for Agent Skill Generation on Real-World Tasks","created":"2026-04-22","cited_by_count":55,"area":"agents"},{"id":"2605.15155","title":"Self-Distilled Agentic Reinforcement Learning","created":"2026-05-14","cited_by_count":55,"area":"agents"},{"id":"2605.06614","title":"SkillOS: Learning Skill Curation for Self-Evolving Agents","created":"2026-05-07","cited_by_count":49,"area":"agents"},{"id":"2603.17187","title":"MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild","created":"2026-03-17","cited_by_count":37,"area":"agents"},{"id":"2605.10999","title":"SkillGen: Verified Inference-Time Agent Skill Synthesis","created":"2026-05-09","cited_by_count":36,"area":"agents"},{"id":"2603.28716","title":"Dynamic Dual-Granularity Skill Bank for Agentic RL","created":"2026-03-30","cited_by_count":34,"area":"agents"},{"id":"2605.30621","title":"Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents","created":"2026-05-28","cited_by_count":34,"area":"agents"},{"id":"2606.01139","title":"SkillRevise: Improving LLM-Authored Agent Skills via Trace-Conditioned Skill Revision","created":"2026-05-31","cited_by_count":30,"area":"agents"},{"id":"2604.17870","title":"GraSP: Graph-Structured Skill Compositions for LLM Agents","created":"2026-04-20","cited_by_count":26,"area":"agents"},{"id":"2607.05297","title":"MetaSkill-Evolve: Recursive Self-Improvement of LLM Agents via Two-Timescale Meta-Skill Evolution","created":"2026-07-06","cited_by_count":22,"area":"agents"},{"id":"2605.06716","title":"From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms","created":"2026-05-07","cited_by_count":21,"area":"agents"},{"id":"2605.20876","title":"Terminal-World: Scaling Terminal-Agent Environments via Agent Skills","created":"2026-05-20","cited_by_count":20,"area":"agents"},{"id":"2605.07358","title":"A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications","created":"2026-05-08","cited_by_count":18,"area":"agents"},{"id":"2605.18401","title":"SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution","created":"2026-05-18","cited_by_count":18,"area":"agents"},{"id":"2605.18693","title":"SkillGenBench: Benchmarking Skill Generation Pipelines for LLM Agents","created":"2026-05-18","cited_by_count":18,"area":"agents"},{"id":"2604.15877","title":"Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents","created":"2026-04-17","cited_by_count":17,"area":"agents"},{"id":"2608.02276","title":"Harness-R1: Learning to Edit Executable Runtime Harnesses from Agent Failure Trajectories","created":"2026-08-03","cited_by_count":16,"area":"agents"},{"id":"2604.20987","title":"Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks","created":"2026-04-22","cited_by_count":15,"area":"agents"},{"id":"2605.13941","title":"EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents","created":"2026-05-13","cited_by_count":15,"area":"agents"},{"id":"2606.01619","title":"ReSkill: Reconciling Skill Creation with Policy Optimization in Agentic RL","created":"2026-06-01","cited_by_count":14,"area":"agents"},{"id":"2608.19880","title":"EnvHarness: Awakening Static Worlds for Agent Learning","created":"2026-08-20","cited_by_count":13,"area":"agents"},{"id":"2609.24972","title":"RRSI: Regularized Recursive Self-Improvement of Agent Harnesses","created":"2026-09-21","cited_by_count":13,"area":"agents"},{"id":"2605.10923","title":"Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning","created":"2026-05-11","cited_by_count":12,"area":"agents"},{"id":"2605.24426","title":"SEAL: Synergistic Co-Evolution of Agents and Learning Environments","created":"2026-05-23","cited_by_count":12,"area":"agents"},{"id":"2605.25430","title":"CODESKILL: Learning Self-Evolving Skills for Coding Agents","created":"2026-05-25","cited_by_count":12,"area":"agents"},{"id":"2606.06741","title":"OpenSkill: Open-World Self-Evolution for LLM Agents","created":"2026-06-04","cited_by_count":12,"area":"agents"},{"id":"2606.29502","title":"UCOB: Learning to Utilize and Evolve Agentic Skills via Credit-Aware On-Policy Bidirectional Self-Distillation","created":"2026-06-28","cited_by_count":12,"area":"agents"},{"id":"2608.05987","title":"AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning","created":"2026-08-06","cited_by_count":12,"area":"agents"},{"id":"2604.04202","title":"ClawArena: Benchmarking AI Agents in Evolving Information Environments","created":"2026-04-05","cited_by_count":11,"area":"agents"},{"id":"2605.13821","title":"Harnessing Agentic Evolution","created":"2026-05-13","cited_by_count":11,"area":"agents"},{"id":"2606.14239","title":"SkillAudit: Ground-Truth-Free Skill Evolution via Paired Trajectory Auditing","created":"2026-06-12","cited_by_count":11,"area":"agents"},{"id":"2606.06087","title":"LatentSkill: From In-Context Textual Skills to In-Weight Latent Skills for LLM Agents","created":"2026-06-04","cited_by_count":10,"area":"agents"},{"id":"2606.16769","title":"Skill-to-LoRA: From Using Skills to Learning Behaviors for Token-Efficient LLM Agents","created":"2026-06-15","cited_by_count":10,"area":"agents"},{"id":"2604.04247","title":"Combee: Scaling Prompt Learning for Self-Improving Language Model Agents","created":"2026-04-05","cited_by_count":9,"area":"agents"},{"id":"2605.10663","title":"Evolving-RL: End-to-End Optimization of Experience-Driven Self-Evolving Capability within Agents","created":"2026-05-11","cited_by_count":9,"area":"agents"},{"id":"2605.17734","title":"Harnessing LLM Agents with Skill Programs","created":"2026-05-18","cited_by_count":9,"area":"agents"},{"id":"2606.07412","title":"Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills","created":"2026-06-05","cited_by_count":9,"area":"agents"},{"id":"2605.08693","title":"SkillMaster: Toward Autonomous Skill Mastery in LLM Agents","created":"2026-05-09","cited_by_count":8,"area":"agents"},{"id":"2606.11435","title":"Agent Skill Evaluation and Evolution: Frameworks and Benchmarks","created":"2026-06-09","cited_by_count":8,"area":"agents"},{"id":"2606.12191","title":"Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application","created":"2026-06-10","cited_by_count":8,"area":"agents"},{"id":"2607.01874","title":"SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use","created":"2026-07-02","cited_by_count":8,"area":"agents"},{"id":"2606.08671","title":"SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History","created":"2026-06-07","cited_by_count":7,"area":"agents"},{"id":"2605.14089","title":"SkillFlow: Flow-Driven Recursive Skill Evolution for Agentic Orchestration","created":"2026-05-13","cited_by_count":6,"area":"agents"},{"id":"2605.24539","title":"DemoEvolve: Overcoming Sparse Feedback in Agentic Harness Evolution with Demonstrations","created":"2026-05-23","cited_by_count":6,"area":"agents"},{"id":"2605.29794","title":"SkillsInjector: Dynamic Skill Context Construction for LLM Agents","created":"2026-05-28","cited_by_count":6,"area":"agents"},{"id":"2606.02355","title":"SIRI: Self-Internalizing Reinforcement Learning with Intrinsic Skills for LLM Agent Training","created":"2026-06-01","cited_by_count":6,"area":"agents"},{"id":"2606.03143","title":"FederatedSkill: Federated Learning for Agentic Skill Evolution","created":"2026-06-02","cited_by_count":6,"area":"agents"},{"id":"2606.15390","title":"Not All Skills Help: Measuring and Repairing Agent Knowledge","created":"2026-06-13","cited_by_count":6,"area":"agents"},{"id":"2606.32025","title":"Generative Skill Composition for LLM Agents","created":"2026-06-30","cited_by_count":6,"area":"agents"},{"id":"2607.10113","title":"Dynamic Agent Skills: A Lifecycle Survey and Taxonomy of Evolving Skill Libraries","created":"2026-07-11","cited_by_count":6,"area":"agents"},{"id":"2603.17621","title":"Complementary RL: Towards Efficient Experience-Driven Agent Learning","created":"2026-03-18","cited_by_count":5,"area":"agents"},{"id":"2605.08703","title":"RewardHarness: Self-Evolving Agentic Post-Training","created":"2026-05-09","cited_by_count":5,"area":"agents"},{"id":"2605.09341","title":"SkillMAS: Skill Co-Evolution with LLM-based Multi-Agent System","created":"2026-05-10","cited_by_count":5,"area":"agents"},{"id":"2607.16621","title":"From Memory to Skills: Evidence-Grounded Co-Evolution Governance for Long-Horizon LLM Agents","created":"2026-07-18","cited_by_count":5,"area":"agents"},{"id":"2607.26784","title":"SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution","created":"2026-07-29","cited_by_count":5,"area":"agents"},{"id":"2608.14036","title":"Demystifying Agent Skills: Why They Work-Until They Don't","created":"2026-08-14","cited_by_count":5,"area":"agents"},{"id":"2604.02721","title":"GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning","created":"2026-04-03","cited_by_count":4,"area":"agents"},{"id":"2604.03465","title":"The Tool Illusion: Rethinking Tool Use in Web Agents","created":"2026-04-03","cited_by_count":4,"area":"agents"},{"id":"2604.23853","title":"ClawTrace: Cost-Aware Tracing for LLM Agent Skill Distillation","created":"2026-04-26","cited_by_count":4,"area":"agents"},{"id":"2606.04815","title":"Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents","created":"2026-06-03","cited_by_count":4,"area":"agents"},{"id":"2606.06079","title":"SkillComposer: Learning to Evolve Agent Skills for Specification and Generalization","created":"2026-06-04","cited_by_count":4,"area":"agents"},{"id":"2606.10917","title":"Role-Agent: Bootstrapping LLM Agents via Dual-Role Evolution","created":"2026-06-09","cited_by_count":4,"area":"agents"},{"id":"2606.12384","title":"APPO: Agentic Procedural Policy Optimization","created":"2026-06-10","cited_by_count":4,"area":"agents"},{"id":"2607.26598","title":"Living-Harness Is an Interactive-Agent Evolver","created":"2026-07-29","cited_by_count":4,"area":"agents"},{"id":"2608.00155","title":"AgentStream: How Well Do Self-Evolving LLM Agents Perform Under Streaming Tasks?","created":"2026-07-31","cited_by_count":4,"area":"agents"},{"id":"2608.18104","title":"Self-Evolving Agents as Dynamic Graph Transformation: A Survey and New Perspective","created":"2026-06-10","cited_by_count":4,"area":"agents"},{"id":"2604.14972","title":"SAGER: Self-Evolving User Policy Skills for Recommendation Agent","created":"2026-04-16","cited_by_count":3,"area":"agents"},{"id":"2606.11680","title":"Organize then Retrieve: Hierarchical Memory Navigation for Efficient Agents","created":"2026-06-10","cited_by_count":3,"area":"agents"},{"id":"2607.28048","title":"SKILL-KD: Contrastive Skill Distillation for LLM Agents","created":"2026-07-30","cited_by_count":3,"area":"agents"},{"id":"2608.02287","title":"SKT: Skill-Use Training at Scale via Verified Synthetic Data Generation","created":"2026-08-03","cited_by_count":3,"area":"agents"},{"id":"2608.03223","title":"Agentic Reinforcement Learning with Self-Distilled Reward Shaping","created":"2026-08-04","cited_by_count":3,"area":"agents"},{"id":"2608.12851","title":"Practice Makes Unsafe: Skill Misevolution in Self-Improving LLM Agents","created":"2026-08-13","cited_by_count":3,"area":"agents"},{"id":"2609.20784","title":"RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning","created":"2026-09-17","cited_by_count":3,"area":"agents"},{"id":"2604.27221","title":"Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction","created":"2026-04-29","cited_by_count":2,"area":"agents"},{"id":"2605.08670","title":"MIND-Skill: Quality-Guaranteed Skill Generation via Multi-Agent Induction and Deduction","created":"2026-05-09","cited_by_count":2,"area":"agents"},{"id":"2606.00510","title":"Skill or Skip? Learning Selective Skill Invocation in Agentic Tasks via Dual-Granularity Preference Learning","created":"2026-05-30","cited_by_count":2,"area":"agents"},{"id":"2606.06416","title":"Unsupervised Skill Discovery for Agentic Data Analysis","created":"2026-06-04","cited_by_count":2,"area":"agents"},{"id":"2606.16774","title":"OpenClaw-Skill: Collective Skill Tree Search for Agentic Large Language Models","created":"2026-06-15","cited_by_count":2,"area":"agents"},{"id":"2606.20636","title":"SkillHarness: Harnessing Safe Skills for Computer-Use Agents","created":"2026-06-02","cited_by_count":2,"area":"agents"},{"id":"2606.29315","title":"Hierarchical Experimentalist Agents","created":"2026-06-28","cited_by_count":2,"area":"agents"},{"id":"2607.12790","title":"Who Grades the Grader? Co-Evolving Evaluation Metrics and Skills for Self-Improving LLM Agents","created":"2026-07-14","cited_by_count":2,"area":"agents"},{"id":"2607.27937","title":"From Scoring to Acting: Outcome-Verified Comparative Self-Distillation for LLM Agents","created":"2026-07-30","cited_by_count":2,"area":"agents"},{"id":"2608.20274","title":"Break It Down, Pass It On: Cross-Task Skill Transfer in LLM Agents","created":"2026-08-20","cited_by_count":2,"area":"agents"},{"id":"2608.22610","title":"Coalition-Aware Skill Reliability for Self-Evolving Agents","created":"2026-08-23","cited_by_count":2,"area":"agents"},{"id":"2608.24114","title":"AHEAD: Adaptive Hindsight with Environment-Augmented Distillation for Agentic RL","created":"2026-08-25","cited_by_count":2,"area":"agents"},{"id":"2609.02253","title":"APEx: Distillation of Agent Procedural Experience for Adaptive Deep Research Question Answering","created":"2026-09-02","cited_by_count":2,"area":"agents"},{"id":"2609.17653","title":"Reflect, Revise, Reuse: Training-Free Skill Evolution for GUI Agents","created":"2026-09-15","cited_by_count":2,"area":"agents"},{"id":"2605.06230","title":"Safactory: A Scalable Agentic Infrastructure for Training Trustworthy Autonomous Intelligence","created":"2026-05-07","cited_by_count":1,"area":"agents"},{"id":"2605.08013","title":"Learning CLI Agents with Structured Action Credit under Selective Observation","created":"2026-05-08","cited_by_count":1,"area":"agents"},{"id":"2605.19330","title":"MOCHA: Multi-Objective Chebyshev Annealing for Agent Skill Optimization","created":"2026-05-19","cited_by_count":1,"area":"agents"},{"id":"2605.28646","title":"MaskClaw: Edge-Side Personalized Privacy Arbitration for GUI Agents with Behavior-Driven Skill Evolution","created":"2026-05-27","cited_by_count":1,"area":"agents"},{"id":"2606.04315","title":"Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline","created":"2026-06-03","cited_by_count":1,"area":"agents"},{"id":"2607.07436","title":"The Blind Curator: How a Biased Judge Silently Disables Skill Retirement in Self-Evolving Agents","created":"2026-07-08","cited_by_count":1,"area":"agents"},{"id":"2607.21596","title":"FlowEvo: Self-Evolving Agents through the Co-Evolution of Workflows and Executable Skills","created":"2026-04-18","cited_by_count":1,"area":"agents"}],"next_cursor":"100"}