{"total":71,"rows":[{"id":"2603.25723","title":"Natural-Language Agent Harnesses","created":"2026-03-26","cited_by_count":61,"area":null},{"id":"2603.04448","title":"SkillNet: Create, Evaluate, and Connect AI Skills","created":"2026-02-26","cited_by_count":53,"area":null},{"id":"2604.17308","title":"SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents","created":"2026-04-19","cited_by_count":25,"area":null},{"id":"2605.20025","title":"AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration","created":"2026-05-19","cited_by_count":25,"area":null},{"id":"2605.23899","title":"From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills","created":"2026-05-22","cited_by_count":22,"area":null},{"id":"2603.28088","title":"GEMS: Agent-Native Multimodal Generation with Memory and Skills","created":"2026-03-30","cited_by_count":21,"area":null},{"id":"2603.08561","title":"RetroAgent: From Solving to Evolving via Retrospective Dual Intrinsic Feedback","created":"2026-03-09","cited_by_count":17,"area":null},{"id":"2605.10500","title":"SkillEvolver: Skill Learning as a Meta-Skill","created":"2026-05-11","cited_by_count":16,"area":null},{"id":"2605.13527","title":"MMSkills: Towards Multimodal Skills for General Visual Agents","created":"2026-05-13","cited_by_count":16,"area":null},{"id":"2608.27454","title":"WikiSkill: Compiling Agent Experience into Persistent Knowledge for Skill Evolution","created":"2026-08-27","cited_by_count":12,"area":null},{"id":"2606.08755","title":"Co-Evolving Skill Generation and Policy Optimization","created":"2026-06-07","cited_by_count":7,"area":null},{"id":"2607.29468","title":"Self-Play Meets Skill Evolution: Self-Evolving Search Agents that Pose, Solve, and Remember","created":"2026-07-31","cited_by_count":7,"area":null},{"id":"2604.01608","title":"From Multi-Agent to Single-Agent: When Is Skill Distillation Beneficial?","created":"2026-04-02","cited_by_count":6,"area":null},{"id":"2605.22148","title":"Ratchet: How Reliable Must an LLM Judge Be to Retire a Skill?","created":"2026-05-21","cited_by_count":5,"area":null},{"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":"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":"2607.25560","title":"Agent Skills Matter: Inferring Proprietary Skills from Execution Trajectories","created":"2026-07-28","cited_by_count":4,"area":null},{"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":"2605.21463","title":"Mem-$\\pi$: Adaptive Memory through Learning When and What to Generate","created":"2026-05-20","cited_by_count":3,"area":null},{"id":"2606.16497","title":"daVinci-kernel: Co-Evolving Skill Selection, Summarization, and Utilization via RL for GPU Kernel Optimization","created":"2026-06-15","cited_by_count":3,"area":null},{"id":"2606.30015","title":"Parametric Skills","created":"2026-06-29","cited_by_count":3,"area":null},{"id":"2606.30911","title":"Why Solve It Twice? Hierarchical Accumulation of Skills for Transfer-Efficient ML Engineering","created":"2026-06-29","cited_by_count":3,"area":null},{"id":"2607.05750","title":"ArtisanCAD: An Industrial-Level CAD Agent with Expert-Grounded Knowledge Distillation","created":"2026-07-07","cited_by_count":3,"area":null},{"id":"2603.24093","title":"Towards Effective Experiential Learning: Dual Guidance for Utilization and Internalization","created":"2026-03-25","cited_by_count":2,"area":null},{"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":"2603.16843","title":"Internalizing Agency from Reflective Experience","created":"2026-03-17","cited_by_count":1,"area":null},{"id":"2604.28181","title":"Synthetic Computers at Scale for Long-Horizon Productivity Simulation","created":"2026-04-30","cited_by_count":1,"area":null},{"id":"2605.09192","title":"Evidence Over Plans: Online Trajectory Verification for Skill Distillation","created":"2026-05-09","cited_by_count":1,"area":null},{"id":"2605.26200","title":"Workflow Closure Is Not Scientific Closure in Auto-Research Systems","created":"2026-05-25","cited_by_count":1,"area":null},{"id":"2605.27908","title":"ESC-Skills: Discovering and Self-Evolving Skills for Emotional Support Conversations","created":"2026-05-27","cited_by_count":1,"area":null},{"id":"2606.31121","title":"The Past Is Prologue: A Plug-in Controller for Selective Updates in Sequentially Evolving LLM Memory","created":"2026-06-30","cited_by_count":1,"area":null},{"id":"2607.09025","title":"Evolutionary Intelligence for Scientific Discovery: From Evolutionary Computation to Cumulative Discovery Systems","created":"2026-07-10","cited_by_count":1,"area":null},{"id":"2608.03499","title":"WeClawArena: An Auditable Sandbox and Benchmark for Cross-User Agents Collaboration and Security in Human-Centered Agent Networks","created":"2026-08-04","cited_by_count":1,"area":null},{"id":"2608.06880","title":"SkillAligner: Treating Retrieved Skills as Adaptable Drafts at Execution Time","created":"2026-08-07","cited_by_count":1,"area":null},{"id":"2608.18852","title":"SkillGate: Training In-Policy Skill Selection in Long-Horizon Agents","created":"2026-08-19","cited_by_count":1,"area":null},{"id":"2609.00768","title":"Learning What to Practice: Diagnosis-Guided Self-Evolution for Language Models","created":"2026-09-01","cited_by_count":1,"area":null},{"id":"2609.20455","title":"GraphSkillAA: Attribution-Guided Skill-Graph Updating with Targeted Validation and Rollback","created":"2026-09-17","cited_by_count":1,"area":null},{"id":"2610.08077","title":"Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight","created":"2026-10-06","cited_by_count":1,"area":null},{"id":"2605.09038","title":"SearchSkill: Teaching LLMs to Use Search Tools with Evolving Skill Banks","created":"2026-05-09","cited_by_count":0,"area":null},{"id":"2605.16363","title":"ORACLE: Anticipating Scams from Partial Trajectories in Streaming App Usage","created":"2026-05-09","cited_by_count":0,"area":null},{"id":"2605.21792","title":"Residual Skill Optimization for Text-to-SQL Ensembles","created":"2026-05-20","cited_by_count":0,"area":null},{"id":"2605.29421","title":"Learning Design Skills as Memory Policies for Agentic Photonic Inverse Design","created":"2026-05-28","cited_by_count":0,"area":null},{"id":"2606.07527","title":"Post-training is (Massive) Supervised Learning","created":"2026-04-20","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":"2607.20372","title":"Notes to Self: Can LLMs Benefit from Experiential Abstractions?","created":"2026-07-22","cited_by_count":0,"area":null},{"id":"2607.24459","title":"From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis","created":"2026-07-27","cited_by_count":0,"area":null},{"id":"2607.27690","title":"LabEvolver: Training-Free Experience Evolution for Safe and Grounded Wet-Lab Agents","created":"2026-07-30","cited_by_count":0,"area":null},{"id":"2608.05156","title":"Scaffold-Mediated Post-Training: Co-Evolving Model Parameters and Procedural Scaffold Graphs","created":"2026-05-22","cited_by_count":0,"area":null},{"id":"2608.06216","title":"Continual Learning in Transition","created":"2026-08-06","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":"2608.21292","title":"AUSO: Action-Level Unified Skill Optimization from Internalization to Utilization","created":"2026-08-21","cited_by_count":0,"area":null},{"id":"2608.29459","title":"Toward Latent Language Model Skills Steering and Optimization: An Empirical Study","created":"2026-08-29","cited_by_count":0,"area":null},{"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":"2609.04141","title":"Efficient Test-Time Adaptation through Human-AI Interaction","created":"2026-09-03","cited_by_count":0,"area":null},{"id":"2609.06052","title":"SkillSpec: Intent-Masked Specification Reasoning for Agent Skill Correctness","created":"2026-09-05","cited_by_count":0,"area":null},{"id":"2609.11176","title":"Debate-to-Skill: Capability-Bound Process Supervision for Industrial Query-to-Agent Annotation","created":"2026-09-10","cited_by_count":0,"area":null},{"id":"2609.22257","title":"Strategy Accumulation and Guided Execution for Automated LLM Fine-Tuning","created":"2026-09-06","cited_by_count":0,"area":null},{"id":"2609.34135","title":"Evo2Team: When Do Evolved Skills Transfer? From Selection to Deployment","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2609.34557","title":"SkillRubric: Co-Evolving Actor Guidance and Evaluator Rubrics for Multimodal Agents","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2609.36746","title":"EASE: Behavior-Adaptive Skill Curation for Self-Evolving Agents","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2609.37157","title":"From Learner Behavior to Reusable Skills for Effective and Efficient Learner Simulation","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2610.04868","title":"From Memory to Guide: Spatio-Temporal Composer for Procedural Coding Memory","created":"2026-10-04","cited_by_count":0,"area":null},{"id":"2610.04991","title":"CIPO: Counterfactual Imagination Policy Optimization for Adaptive Tool Granularity Selection","created":"2026-10-04","cited_by_count":0,"area":null},{"id":"2610.05161","title":"Beyond Instruction Following: Learning Grounded Skill-Following with Skill Contracts","created":"2026-10-04","cited_by_count":0,"area":null},{"id":"2610.05777","title":"Mining Agent Skills from Production Traces","created":"2026-10-05","cited_by_count":0,"area":null},{"id":"2610.09430","title":"SkillCycle: Co-Evolving Agent Policies and Skill Banks","created":"2026-10-07","cited_by_count":0,"area":null},{"id":"2610.10042","title":"Learning to Accumulate Knowledge with Mutual Information","created":"2026-10-07","cited_by_count":0,"area":null},{"id":"2610.10088","title":"SkillSandbox: Skill Verification via Dynamic Scenario Synthesis","created":"2026-10-07","cited_by_count":0,"area":null},{"id":"2610.11781","title":"Skill-V: Verifiable Self-Evolving Skill Library for Interactive Agents","created":"2026-10-08","cited_by_count":0,"area":null},{"id":"2610.12367","title":"Which Skill to Distill? SGUID: Selecting a Compact Skill Bank for Model-Skill Co-Evolution","created":"2026-10-08","cited_by_count":0,"area":null},{"id":"2610.14877","title":"Beyond Outcome Feedback: Trajectory-Quality-Guided Experience-based Learning","created":"2026-10-10","cited_by_count":0,"area":null}],"next_cursor":null}