{"total":157,"rows":[{"id":"2512.13564","title":"Memory in the Age of AI Agents","created":"2025-12-15","cited_by_count":303,"area":"agents"},{"id":"2509.02547","title":"The Landscape of Agentic Reinforcement Learning for LLMs: A Survey","created":"2025-09-02","cited_by_count":205,"area":"agents"},{"id":"2507.21046","title":"A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence","created":"2025-07-28","cited_by_count":170,"area":"agents"},{"id":"2606.09498","title":"Self-Harness: Harnesses That Improve Themselves","created":"2026-06-08","cited_by_count":107,"area":"agents"},{"id":"2511.13646","title":"Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?","created":"2025-11-17","cited_by_count":95,"area":"agents"},{"id":"2512.18746","title":"MemEvolve: Meta-Evolution of Agent Memory Systems","created":"2025-12-21","cited_by_count":95,"area":"agents"},{"id":"2509.26354","title":"Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents","created":"2025-09-30","cited_by_count":62,"area":"agents"},{"id":"2512.18470","title":"SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios","created":"2025-12-20","cited_by_count":59,"area":"agents"},{"id":"2510.21614","title":"Huxley-G\\\"odel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine","created":"2025-10-24","cited_by_count":53,"area":"agents"},{"id":"2603.08127","title":"EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific Discovery","created":"2026-03-09","cited_by_count":51,"area":"agents"},{"id":"2601.21557","title":"Meta Context Engineering via Agentic Skill Evolution","created":"2026-01-29","cited_by_count":49,"area":"agents"},{"id":"2507.03616","title":"EvoAgentX: An Automated Framework for Evolving Agentic Workflows","created":"2025-07-04","cited_by_count":44,"area":"agents"},{"id":"2512.18552","title":"Toward Training Superintelligent Software Agents through Self-Play SWE-RL","created":"2025-12-21","cited_by_count":40,"area":"agents"},{"id":"2602.21320","title":"Tool-R0: Self-Evolving LLM Agents for Tool-Learning from Zero Data","created":"2026-02-24","cited_by_count":34,"area":"agents"},{"id":"2510.08529","title":"CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards","created":"2025-10-09","cited_by_count":29,"area":"agents"},{"id":"2606.06324","title":"From Failed Trajectories to Reliable LLM Agents: Diagnosing and Repairing Harness Flaws","created":"2026-06-04","cited_by_count":29,"area":"agents"},{"id":"2605.21384","title":"SpecBench: Measuring Reward Hacking in Long-Horizon Coding Agents","created":"2026-05-20","cited_by_count":28,"area":"agents"},{"id":"2508.10880","title":"Searching for Privacy Risks in LLM Agents via Simulation","created":"2025-08-14","cited_by_count":22,"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":"2511.19304","title":"AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning","created":"2025-11-24","cited_by_count":20,"area":"agents"},{"id":"2606.16458","title":"RHO: Your Coding Agent is Secretly a Roboticist","created":"2026-06-15","cited_by_count":20,"area":"agents"},{"id":"2606.26294","title":"The Red Queen G\\\"odel Machine: Co-Evolving Agents and Their Evaluators","created":"2026-06-24","cited_by_count":19,"area":"agents"},{"id":"2602.07755","title":"Learning to Continually Learn via Meta-learning Agentic Memory Designs","created":"2026-02-08","cited_by_count":18,"area":"agents"},{"id":"2605.09423","title":"SimWorld Studio: Automatic Environment Generation with Evolving Coding Agent for Embodied Agent Learning","created":"2026-05-10","cited_by_count":17,"area":"agents"},{"id":"2608.01918","title":"HarnessCompass: Guiding Automatic Harness Evolution toward Generalizable and Effective Agent Harnesses","created":"2026-08-03","cited_by_count":17,"area":"agents"},{"id":"2607.08124","title":"TTHE: Test-Time Harness Evolution","created":"2026-07-09","cited_by_count":16,"area":"agents"},{"id":"2603.24647","title":"Can LLMs Beat Classical Hyperparameter Optimization Algorithms? A Study on autoresearch","created":"2026-03-25","cited_by_count":15,"area":"agents"},{"id":"2608.23041","title":"AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces","created":"2026-08-24","cited_by_count":15,"area":"agents"},{"id":"2602.22480","title":"VeRO: A Harness for Agents to Optimize Agents","created":"2026-02-25","cited_by_count":14,"area":"agents"},{"id":"2606.03108","title":"EvoTrainer: Co-Evolving LLM Policies and Training Harnesses for Autonomous Agentic Reinforcement Learning","created":"2026-06-02","cited_by_count":14,"area":"agents"},{"id":"2607.13683","title":"HarnessBank: Semantic Gene-Bank Search with Gated Verification for Agent-Harness Self-Evolution","created":"2026-07-15","cited_by_count":14,"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":"2608.07545","title":"DarwinX: Evolving Agent Harnesses Through Natural Selection","created":"2026-07-31","cited_by_count":13,"area":"agents"},{"id":"2605.10913","title":"Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces","created":"2026-05-11","cited_by_count":12,"area":"agents"},{"id":"2606.20683","title":"From Question Answering to Task Completion: A Survey on Agent System and Harness Design","created":"2026-06-14","cited_by_count":12,"area":"agents"},{"id":"2605.13821","title":"Harnessing Agentic Evolution","created":"2026-05-13","cited_by_count":11,"area":"agents"},{"id":"2608.09096","title":"Evo-Bench: Can Language Models Improve Agent Harness?","created":"2026-08-10","cited_by_count":11,"area":"agents"},{"id":"2609.26457","title":"Recursive self-improvement of AI research agents","created":"2026-09-22","cited_by_count":11,"area":"agents"},{"id":"2606.03895","title":"Agent libOS: A Runtime Substrate for Capability-Controlled Self-Evolving LLM Agents","created":"2026-06-02","cited_by_count":10,"area":"agents"},{"id":"2608.05179","title":"Autonomous Research Agents: A Survey of AI Scientists and the Verification Gap","created":"2026-06-29","cited_by_count":9,"area":"agents"},{"id":"2608.06301","title":"HarnessOpt-Bench: Evaluating LLMs at Harness Optimization","created":"2026-08-06","cited_by_count":9,"area":"agents"},{"id":"2608.13560","title":"AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design","created":"2026-08-13","cited_by_count":9,"area":"agents"},{"id":"2608.24876","title":"Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses","created":"2026-08-25","cited_by_count":9,"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":"2606.23075","title":"Safety in Self-Evolving LLM Agent Systems: Threats, Amplification, and Case Studies","created":"2026-06-22","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":"2601.04620","title":"AgentDevel: Reframing Self-Evolving LLM Agents as Release Engineering","created":"2026-01-08","cited_by_count":7,"area":"agents"},{"id":"2603.23802","title":"How are AI agents used? Evidence from 177,000 MCP tools","created":"2026-03-25","cited_by_count":7,"area":"agents"},{"id":"2605.09650","title":"Workspace Optimization: How to Train Your Agent","created":"2026-05-10","cited_by_count":7,"area":"agents"},{"id":"2607.08938","title":"Better Harnesses, Smaller Models: Building 90% Cheaper Agents via Automated Harness Adaptation","created":"2026-07-09","cited_by_count":7,"area":"agents"},{"id":"2608.08466","title":"Hierarchical Self-Improvement: A Framework for Task-Specific Evolvable Agent Harnesses","created":"2026-08-09","cited_by_count":7,"area":"agents"},{"id":"2512.22256","title":"Agentic Software Issue Resolution with Large Language Models: A Survey","created":"2025-12-24","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":"2510.05596","title":"From Agentification to Self-Evolving Agentic AI for Wireless Networks: Concepts, Approaches, and Future Research Directions","created":"2025-10-07","cited_by_count":5,"area":"agents"},{"id":"2601.13518","title":"AgenticRed: Evolving Agentic Systems for Red-Teaming","created":"2026-01-20","cited_by_count":5,"area":"agents"},{"id":"2602.14697","title":"Evolutionary System Prompt Learning for Reinforcement Learning in LLMs","created":"2026-02-16","cited_by_count":5,"area":"agents"},{"id":"2605.11518","title":"AutoLLMResearch: Training Research Agents for Automating LLM Experiment Configuration - Learning from Cheap, Optimizing Expensive","created":"2026-05-12","cited_by_count":5,"area":"agents"},{"id":"2608.24735","title":"Meta$^n$: Recursive Self-Improvement through Emergent Depth","created":"2026-08-25","cited_by_count":5,"area":"agents"},{"id":"2609.20519","title":"SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness","created":"2026-09-17","cited_by_count":5,"area":"agents"},{"id":"2603.18000","title":"AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse","created":"2026-03-18","cited_by_count":4,"area":"agents"},{"id":"2608.04968","title":"EvolveNet: Collaborative Harness Evolution for Agent Self-Improvement","created":"2026-08-05","cited_by_count":4,"area":"agents"},{"id":"2609.19526","title":"Self Improvement via Fast Tree-search","created":"2026-09-17","cited_by_count":4,"area":"agents"},{"id":"2510.12194","title":"ResearStudio: A Human-Intervenable Framework for Building Controllable Deep-Research Agents","created":"2025-10-14","cited_by_count":3,"area":"agents"},{"id":"2604.18131","title":"Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration","created":"2026-04-20","cited_by_count":3,"area":"agents"},{"id":"2608.08311","title":"Ouroboros: A Self-Developing Frontier Coding Agent with Reviewed Core Evolution","created":"2026-08-08","cited_by_count":3,"area":"agents"},{"id":"2609.11677","title":"Ecdysis: Efficient and Effective Training of Runtime Harnesses for LLM Agents","created":"2026-09-10","cited_by_count":3,"area":"agents"},{"id":"2609.18094","title":"Agora: Git as Shared Memory for Collective AutoResearch","created":"2026-09-16","cited_by_count":3,"area":"agents"},{"id":"2609.31760","title":"What Stops Recursive Self-Improvement in Robotics? Lessons from 123 Rounds of Agentic Skill Discovery","created":"2026-09-23","cited_by_count":3,"area":"agents"},{"id":"2508.06803","title":"SEVADE: Self-Evolving Multi-Agent Analysis with Decoupled Evaluation for Hallucination-Resistant Irony Detection","created":"2025-08-09","cited_by_count":2,"area":"agents"},{"id":"2603.11048","title":"COMIC: Agentic Sketch Comedy Generation","created":"2026-03-11","cited_by_count":2,"area":"agents"},{"id":"2604.14609","title":"El Agente Forjador: Task-Driven Agent Generation for Quantum Simulation","created":"2026-04-16","cited_by_count":2,"area":"agents"},{"id":"2605.09018","title":"Evolving Ensemble of Agents","created":"2026-05-09","cited_by_count":2,"area":"agents"},{"id":"2606.25198","title":"Heuresis: Search Strategies for Autonomous AI Research Agents Across Quality, Diversity and Novelty","created":"2026-06-23","cited_by_count":2,"area":"agents"},{"id":"2608.03392","title":"Self-Evolving Coding Agents","created":"2026-08-04","cited_by_count":2,"area":"agents"},{"id":"2608.14621","title":"AutoMem: A Text-Gradient Recursive Self-Improvement Framework for Automated Memory Architectures Search","created":"2026-07-14","cited_by_count":2,"area":"agents"},{"id":"2608.28363","title":"EvoUndo: Recoverability-Constrained Self-Evolution for LLM Agent Harnesses","created":"2026-08-28","cited_by_count":2,"area":"agents"},{"id":"2608.30730","title":"E-Commerce Bench: Evaluating LLM Agents on Long-Horizon Autonomous Business Operation","created":"2026-08-31","cited_by_count":2,"area":"agents"},{"id":"2609.04611","title":"$\\tau^\\tau$-Bench: An Environment for End-To-End, Realistic Agent Construction","created":"2026-09-04","cited_by_count":2,"area":"agents"},{"id":"2609.26863","title":"SkillApt: Learning When to Activate Agent Skills from Counterfactual Evidence","created":"2026-09-22","cited_by_count":2,"area":"agents"},{"id":"2603.28986","title":"Mimosa Framework: Toward Evolving Multi-Agent Systems for Scientific Research","created":"2026-03-30","cited_by_count":1,"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":"2606.29774","title":"Analytic Concept-Centric Memory for Agentic Embodied Manipulation","created":"2026-06-29","cited_by_count":1,"area":"agents"},{"id":"2607.06786","title":"From Agentic to Autogenic Network Management for AI-Native 6G and Beyond: A Standards Perspective","created":"2026-07-07","cited_by_count":1,"area":"agents"},{"id":"2608.06410","title":"ADIAS: Automated Design of Interactive Agentic Systems","created":"2026-08-03","cited_by_count":1,"area":"agents"},{"id":"2608.30478","title":"Agents in the Large: Perception-Centered Architecture for Persistent Agents","created":"2026-08-31","cited_by_count":1,"area":"agents"},{"id":"2609.06758","title":"Agentic Visual Generation: From Generative Models to Agentic Control","created":"2026-09-06","cited_by_count":1,"area":"agents"},{"id":"2609.26891","title":"Harness as a Language: A Minimalist Agent Framework With Maximal Expressivity","created":"2026-09-22","cited_by_count":1,"area":"agents"},{"id":"2609.32862","title":"RoboFoundry: System-as-Policy Evolution for Self-Learning Embodied Agents","created":"2026-09-26","cited_by_count":1,"area":"agents"},{"id":"2609.32990","title":"Certified Long-Horizon Code Agent Evolution via Validation-Gated Skill Optimization","created":"2026-09-26","cited_by_count":1,"area":"agents"},{"id":"2609.33146","title":"LiteEvo: Automated, Cost-Efficient Harness Evolution for Generalization to Unseen Tasks","created":"2026-09-27","cited_by_count":1,"area":"agents"},{"id":"2609.34712","title":"RSI-Router: Evolving Subtask-Level LLM Routing and Skills for Cost-Efficient Agents","created":"2026-09-28","cited_by_count":1,"area":"agents"},{"id":"2609.38349","title":"MILO: Automated Harness Discovery via Orchestrated Multi-Agent Evolution","created":"2026-09-29","cited_by_count":1,"area":"agents"},{"id":"2610.02616","title":"VERSE: Verified Self-Evolving Optimizer for Agent Harnesses","created":"2026-10-02","cited_by_count":1,"area":"agents"},{"id":"2604.12776","title":"EvoSpark: Endogenous Interactive Agent Societies for Unified Long-Horizon Narrative Evolution","created":"2026-04-14","cited_by_count":0,"area":"agents"},{"id":"2605.26195","title":"CyberEvolver: Structured Self-Evolution for Cybersecurity Agents On the Fly","created":"2026-05-25","cited_by_count":0,"area":"agents"},{"id":"2605.26720","title":"Towards Feedback-to-Plan Decisions for Self-Evolving LLM Agents in CUDA Kernel Generation","created":"2026-05-26","cited_by_count":0,"area":"agents"},{"id":"2606.00189","title":"Learning to Construct Practical Agentic Systems","created":"2026-05-29","cited_by_count":0,"area":"agents"},{"id":"2606.01640","title":"MobEvolve: An Agentic Self-Evolving Heuristic System for Interpretable Human Mobility Generation","created":"2026-06-01","cited_by_count":0,"area":"agents"},{"id":"2606.03678","title":"EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents","created":"2026-06-02","cited_by_count":0,"area":"agents"},{"id":"2606.22495","title":"Grounded Scaling: Why Agentic AI Needs Deterministic Environments","created":"2026-06-21","cited_by_count":0,"area":"agents"}],"next_cursor":"100"}