{"total":81,"rows":[{"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":"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":"2605.27760","title":"SkillGrad: Optimizing Agent Skills Like Gradient Descent","created":"2026-05-26","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":"2604.27660","title":"From Context to Skills: Can Language Models Learn from Context Skillfully?","created":"2026-04-30","cited_by_count":19,"area":null},{"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":"2605.28258","title":"GUI Agents for Continual Game Generation","created":"2026-05-27","cited_by_count":18,"area":"agents"},{"id":"2604.26904","title":"ClawGym: A Scalable Framework for Building Effective Claw Agents","created":"2026-04-29","cited_by_count":15,"area":"agents"},{"id":"2605.22794","title":"MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems","created":"2026-05-21","cited_by_count":13,"area":"agents"},{"id":"2608.01964","title":"LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks","created":"2026-08-03","cited_by_count":13,"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":"2606.01311","title":"SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories","created":"2026-05-31","cited_by_count":11,"area":"agents"},{"id":"2605.28424","title":"Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning","created":"2026-05-27","cited_by_count":9,"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":"2606.23127","title":"Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation","created":"2026-06-22","cited_by_count":8,"area":"agents"},{"id":"2606.08755","title":"Co-Evolving Skill Generation and Policy Optimization","created":"2026-06-07","cited_by_count":7,"area":null},{"id":"2606.13317","title":"SkillCAT: Contrastive, Assessment-Augmented and Topology-AwareSkill Self-Evolution for LLM Agents","created":"2026-06-11","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":"2605.24002","title":"Harnessing AtomisticSkills for Agentic Atomistic Research","created":"2026-05-18","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":"2606.01314","title":"SkillSmith: Co-Evolving Skills and Tools for Self-Improving Agent Systems","created":"2026-05-31","cited_by_count":6,"area":"synth"},{"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":"2607.01456","title":"From Anatomy to Smells: An Empirical Study of SKILL.md in Agent Skills","created":"2026-07-01","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":"2605.24117","title":"SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills","created":"2026-05-22","cited_by_count":5,"area":null},{"id":"2605.12004","title":"Learning Agentic Policy from Action Guidance","created":"2026-05-12","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":"2606.09365","title":"Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory","created":"2026-06-08","cited_by_count":4,"area":null},{"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":"2608.11079","title":"SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure","created":"2026-08-11","cited_by_count":4,"area":null},{"id":"2608.24747","title":"SkillForge: Evolving Verifiable Skills for Reinforcement Learning Agents","created":"2026-08-25","cited_by_count":4,"area":"lr"},{"id":"2605.14477","title":"Test-Time Learning with an Evolving Library","created":"2026-05-14","cited_by_count":3,"area":null},{"id":"2605.30723","title":"Skill is Not One-Size-Fits-All: Model-Aware Skill Alignment for LLM Agents","created":"2026-05-29","cited_by_count":3,"area":"agents"},{"id":"2608.01149","title":"PATH-Bench: Path-Dependent Evaluation of Lifelong Agents","created":"2026-08-02","cited_by_count":3,"area":"agents"},{"id":"2608.10538","title":"SKILLER: Language-Level Reinforcement Learning for Reusable Skill Extraction in Small Language Models","created":"2026-08-11","cited_by_count":3,"area":null},{"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":"2605.08887","title":"Ace-Skill: Bootstrapping Multimodal Agents with Prioritized and Clustered Evolution","created":"2026-05-09","cited_by_count":2,"area":null},{"id":"2605.10365","title":"Agent-ValueBench: A Comprehensive Benchmark for Evaluating Agent Values","created":"2026-05-11","cited_by_count":2,"area":"agents"},{"id":"2606.01993","title":"MMG2Skill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?","created":"2026-06-01","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":"2606.29315","title":"Hierarchical Experimentalist Agents","created":"2026-06-28","cited_by_count":2,"area":"agents"},{"id":"2607.08768","title":"UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks","created":"2026-07-09","cited_by_count":2,"area":"mllm"},{"id":"2608.04562","title":"What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills","created":"2026-08-05","cited_by_count":2,"area":null},{"id":"2608.05563","title":"When Experience Becomes Instruction: Trajectory Poisoning in Self-Evolving Agent Skill Systems","created":"2026-08-06","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":"2605.03808","title":"Agentic-imodels: Evolving agentic interpretability tools via autoresearch","created":"2026-05-05","cited_by_count":1,"area":"agents"},{"id":"2605.20914","title":"RISE: Reliable Improvement in Self-Evolving Vision-Language Models","created":"2026-05-20","cited_by_count":1,"area":"lr"},{"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":"2606.28368","title":"EvoRec: Self Evolving Agentic Recommender Systems","created":"2026-06-15","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"},{"id":"2607.26160","title":"GuideSkill: Evolving Executable LLM Agent Skills for Guideline-Grounded Clinical Reasoning","created":"2026-07-28","cited_by_count":1,"area":"lr"},{"id":"2607.26643","title":"Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting","created":"2026-07-29","cited_by_count":1,"area":"lr"},{"id":"2608.07147","title":"DiDPO: Diff-in-Diff Policy Optimization for Coding Agent Training","created":"2026-08-07","cited_by_count":1,"area":"agents"},{"id":"2608.09555","title":"Bidirectional Context Self-Distillation for Reinforcement Learning of Skill-Based LLM Agents","created":"2026-08-10","cited_by_count":1,"area":"agents"},{"id":"2608.11338","title":"Better, Faster, Stronger: Programmatic Skill Learning Best Reduces Agent Cost","created":"2026-08-11","cited_by_count":1,"area":"agents"},{"id":"2609.29154","title":"A Wrong Turn Does Not Ruin the Journey: Deviation-Guided Skill Self-Evolution for LLM Agents","created":"2026-09-24","cited_by_count":1,"area":"agents"},{"id":"2605.21792","title":"Residual Skill Optimization for Text-to-SQL Ensembles","created":"2026-05-20","cited_by_count":0,"area":null},{"id":"2605.26498","title":"Verilog-Evolve: Feedback-Driven and Skill-Evolving Verilog Generation","created":"2026-05-26","cited_by_count":0,"area":null},{"id":"2606.12984","title":"SkillChain: Closing the Loop on Skill Evolution for Image-Based E-Commerce AI Assistants","created":"2026-06-11","cited_by_count":0,"area":null},{"id":"2606.13316","title":"ReSum: Synergizing LLM Reasoning and Summarization with Reinforcement Learning","created":"2026-06-11","cited_by_count":0,"area":"lr"},{"id":"2607.00816","title":"Towards High-Resolution Visual Perception via Hierarchical Entity Exploration","created":"2026-07-01","cited_by_count":0,"area":"mllm"},{"id":"2608.08303","title":"Query-Only Backdoor Attacks on Self-Evolving Skills via Trajectory Poisoning","created":"2026-08-08","cited_by_count":0,"area":"agents"},{"id":"2608.16544","title":"VCE-Skill: Enhancing Skill Self-Evolution with Version-Change Experience","created":"2026-08-17","cited_by_count":0,"area":null},{"id":"2608.18719","title":"Competence, Not Accuracy: A Diagnostic for Reference-Free Judge Gates in Skill Optimization","created":"2026-08-19","cited_by_count":0,"area":null},{"id":"2608.29596","title":"Towards a Systems Foundation for Agentic Skills: Architecture, Lifecycle, and Security","created":"2026-08-30","cited_by_count":0,"area":"agents"},{"id":"2609.01487","title":"Defense-as-Skill: Evolving Runtime Guard Skill for Skill-Augmented Agents","created":"2026-09-01","cited_by_count":0,"area":null},{"id":"2609.02170","title":"DMRL: Document-Mediated Reinforcement Learning for Skill Optimization in Advertising Recommendation","created":"2026-09-02","cited_by_count":0,"area":"alignment"},{"id":"2609.15396","title":"SkillLift: Learning Dense Rubrics from Sparse Oracles for Efficient Skill Evolution","created":"2026-09-14","cited_by_count":0,"area":"agents"},{"id":"2609.21749","title":"GraphSkillEvo: Evolutionary Optimization of Graph-Structured Agent Skills","created":"2026-09-18","cited_by_count":0,"area":"agents"},{"id":"2609.31789","title":"MammoClaw: Towards Skill-Evolving Agent Harness for Breast Cancer Mammography Analysis","created":"2026-09-25","cited_by_count":0,"area":"agents"},{"id":"2609.32339","title":"Enabling Timely Guidance before Skill Retrieval: Retaining Helpful Warm Tips in Agent Context","created":"2026-09-26","cited_by_count":0,"area":"agents"},{"id":"2609.32423","title":"PluginRSI: Recursive Improvement of Agent Harnesses with Reusable Plugins","created":"2026-09-26","cited_by_count":0,"area":"agents"},{"id":"2609.32511","title":"Learning from Others, Acting for You: Cross-User Memory Sharing for LLM Agents","created":"2026-09-26","cited_by_count":0,"area":"agents"},{"id":"2609.39382","title":"SkillFM: Generating Skills for LLM Agents via Latent Flow Matching","created":"2026-09-30","cited_by_count":0,"area":"agents"},{"id":"2610.05030","title":"EVISKILL: Grounding Skill Evolution in Replayable Evidence","created":"2026-10-04","cited_by_count":0,"area":"agents"},{"id":"2610.18356","title":"Urbex: Agentic Spatial Grounding for City-Scale 3D Scenes","created":"2026-10-13","cited_by_count":0,"area":"agents"}],"next_cursor":null}