{"total":48,"rows":[{"id":"2604.18292","title":"Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence","created":"2026-04-20","cited_by_count":54,"area":"agents"},{"id":"2605.18747","title":"Code as Agent Harness","created":"2026-05-18","cited_by_count":47,"area":"agents"},{"id":"2605.23950","title":"Stop Comparing LLM Agents Without Disclosing the Harness","created":"2026-05-07","cited_by_count":34,"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":"2606.01779","title":"HarnessForge: Joint Harness and Policy Evolution for Adaptive Agent Systems","created":"2026-06-01","cited_by_count":21,"area":"agents"},{"id":"2607.09996","title":"Who&When Pro: Can LLMs Really Attribute Failures in AI Agents?","created":"2026-07-10","cited_by_count":18,"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":"2608.15071","title":"Evo-Harness: Context-to-Harness Skill Compilation for Self-Evolving Agents","created":"2026-08-15","cited_by_count":16,"area":"agents"},{"id":"2608.25593","title":"JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution","created":"2026-08-26","cited_by_count":16,"area":"agents"},{"id":"2604.13630","title":"SafeHarness: Lifecycle-Integrated Security Architecture for LLM-based Agent Deployment","created":"2026-04-15","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":"2609.24972","title":"RRSI: Regularized Recursive Self-Improvement of Agent Harnesses","created":"2026-09-21","cited_by_count":13,"area":"agents"},{"id":"2608.11350","title":"Self-Evolving Embodied Agents via Skill-Harness Evolution","created":"2026-08-11","cited_by_count":12,"area":"agents"},{"id":"2604.18576","title":"Agentic Forecasting using Sequential Bayesian Updating of Linguistic Beliefs","created":"2026-04-20","cited_by_count":10,"area":"agents"},{"id":"2607.13083","title":"Phantom Guardrails: When Self-Improving Agent Harnesses Fix Failures That Never Happened","created":"2026-07-13","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":"2608.27311","title":"Verify Smarter, Evolve Further: Efficient Harness Evolution through Behavior-Aware Verification","created":"2026-08-27","cited_by_count":7,"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":"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":"2609.01481","title":"Harness-of-Harness: Multi-Day Autonomous Software Development with Continual Improvement","created":"2026-09-01","cited_by_count":4,"area":"agents"},{"id":"2605.08520","title":"FlashEvolve: Accelerating Agent Self-Evolution with Asynchronous Stage Orchestration","created":"2026-05-08","cited_by_count":3,"area":"agents"},{"id":"2609.26760","title":"Grow the Harness, Not the Context: From Strategy-Free Scaffolds to Reusable Specialist Agents","created":"2026-09-22","cited_by_count":3,"area":"agents"},{"id":"2605.27328","title":"Governed Evolution of Agent Runtimes through Executable Operational Cognition","created":"2026-05-26","cited_by_count":2,"area":"agents"},{"id":"2608.18613","title":"CTIFoundry: An Agent-Native Corpus Scaffold for Cyber Threat Intelligence","created":"2026-08-19","cited_by_count":2,"area":"agents"},{"id":"2605.09186","title":"Agentic MIP Research: Accelerated Constraint Handler Generation","created":"2026-05-09","cited_by_count":1,"area":"agents"},{"id":"2608.05108","title":"Agent Against Agent: An Agentic System for Automatic Prompt Injection Red Teaming","created":"2026-08-05","cited_by_count":1,"area":"agents"},{"id":"2608.05446","title":"EvoHarness-RL: Learning Self-Evolving Runtime Harness for Long-Horizon LLM Agents","created":"2026-08-05","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":"2608.20485","title":"Terminal Agents: A Survey of AI Agents in Command-Line Environments","created":"2026-08-20","cited_by_count":1,"area":"agents"},{"id":"2608.29621","title":"CineForge: Self-Improving Agents for Long-Horizon Video Generation","created":"2026-08-30","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":"2609.36892","title":"Harness Evolution as Learning: Approximation, Generalization, and Optimization Limits of Self-Improving Personal Agents","created":"2026-09-29","cited_by_count":1,"area":"agents"},{"id":"2609.38147","title":"Thinking Before Thinking: Scaling Agentic Inference Through Meta-Reasoning","created":"2026-09-29","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":"2607.14108","title":"Eta Given Delta: Defining LLM Tool Efficiency With Marginal Tool Utility","created":"2026-05-07","cited_by_count":0,"area":"agents"},{"id":"2608.28590","title":"DS-Lighting: Making Agent Harnesses Explicit for Data-Science Automation","created":"2026-06-01","cited_by_count":0,"area":"agents"},{"id":"2609.29892","title":"Qwen-Planner-Agent: A Closed-Loop AI-for-AI Framework for Real-World Mobile Planner Agents","created":"2026-09-24","cited_by_count":0,"area":"agents"},{"id":"2609.32213","title":"HM-ROUTER: Joint Model and Harness Routing for Agentic Systems","created":"2026-09-26","cited_by_count":0,"area":"agents"},{"id":"2609.35738","title":"Harness Learning Enables Generalizable Test-Time Adaptation","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2609.40169","title":"Learning from Research: Toward Lifelong Agent Harness Evolution","created":"2026-09-30","cited_by_count":0,"area":"agents"},{"id":"2610.01766","title":"VideoEvolve: Evolving Agent Harnesses for Video Temporal Grounding","created":"2026-10-01","cited_by_count":0,"area":"agents"},{"id":"2610.02994","title":"Sentry: Learning to Recover from LLM Agent Failures at Test Time","created":"2026-10-02","cited_by_count":0,"area":"agents"},{"id":"2610.04921","title":"Complex Agents, Shallow Tests: Demystifying and Enhancing Test Adequacy of Agent Harness in the Wild","created":"2026-10-04","cited_by_count":0,"area":"agents"},{"id":"2610.05039","title":"Causal Improvement Graph for Agentic Harness Optimization","created":"2026-10-04","cited_by_count":0,"area":"agents"},{"id":"2610.05300","title":"MESH-Harness: Self-Improving Agent Harnesses via Bandit-Guided Compositional Evolution","created":"2026-10-04","cited_by_count":0,"area":"agents"},{"id":"2610.09197","title":"FreeEvolve: Learning to Evolve Beyond Fixed Loops","created":"2026-10-06","cited_by_count":0,"area":"agents"},{"id":"2610.15964","title":"Small but Mighty: Test Suites as Improvement Signals for Self-Evolving Agents","created":"2026-10-11","cited_by_count":0,"area":"agents"},{"id":"2610.19799","title":"Evolve Together, Fall into Place: How Social Scaffolding Shapes Self-Evolving Multi-Agent Systems","created":"2026-10-14","cited_by_count":0,"area":"agents"}],"next_cursor":null}