{"total":21,"rows":[{"id":"2403.02502","title":"Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents","created":"2024-03-04","cited_by_count":197,"area":"agents"},{"id":"2506.07398","title":"G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems","created":"2025-06-09","cited_by_count":122,"area":"agents"},{"id":"2509.03312","title":"AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?","created":"2025-09-03","cited_by_count":116,"area":"agents"},{"id":"2508.06433","title":"Memp: Exploring Agent Procedural Memory","created":"2025-08-08","cited_by_count":103,"area":"agents"},{"id":"2503.09648","title":"A Survey on Trustworthy LLM Agents: Threats and Countermeasures","created":"2025-03-12","cited_by_count":96,"area":"agents"},{"id":"2503.12434","title":"A Survey on the Optimization of Large Language Model-based Agents","created":"2025-03-16","cited_by_count":46,"area":"agents"},{"id":"2408.08089","title":"AgentCourt: Simulating Court with Adversarial Evolvable Lawyer Agents","created":"2024-08-15","cited_by_count":37,"area":"agents"},{"id":"2508.17281","title":"From Language to Action: A Review of Large Language Models as Autonomous Agents and Tool Users","created":"2025-08-24","cited_by_count":32,"area":"agents"},{"id":"2404.04619","title":"Do We Really Need a Complex Agent System? Distill Embodied Agent into a Single Model","created":"2024-04-06","cited_by_count":19,"area":"agents"},{"id":"2601.02695","title":"EvoRoute: Experience-Driven Self-Routing LLM Agent Systems","created":"2026-01-06","cited_by_count":16,"area":"agents"},{"id":"2503.10049","title":"Enhancing Multi-Agent Systems via Reinforcement Learning with LLM-based Planner and Graph-based Policy","created":"2025-03-13","cited_by_count":12,"area":"agents"},{"id":"2603.24533","title":"UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience","created":"2026-03-25","cited_by_count":11,"area":"agents"},{"id":"2412.17288","title":"Multi-Modal Grounded Planning and Efficient Replanning For Learning Embodied Agents with A Few Examples","created":"2024-12-23","cited_by_count":10,"area":"agents"},{"id":"2505.19905","title":"EMAC+: Embodied Multimodal Agent for Collaborative Planning with VLM+LLM","created":"2025-05-26","cited_by_count":5,"area":"agents"},{"id":"2605.00425","title":"AEM: Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning","created":"2026-05-01","cited_by_count":5,"area":"agents"},{"id":"2606.03467","title":"StepFinder: A Temporal Semantic Framework for Failure Attribution in Multi-Agent Systems","created":"2026-06-02","cited_by_count":3,"area":"agents"},{"id":"2605.31075","title":"Task-Focused Memorization for Multimodal Agents","created":"2026-05-29","cited_by_count":1,"area":"agents"},{"id":"2603.02626","title":"See and Remember: A Multimodal Agent for Web Traversal","created":"2026-03-03","cited_by_count":0,"area":"agents"},{"id":"2604.03631","title":"Single-agent vs. Multi-agents for Automated Video Analysis of On-Screen Collaborative Learning Behaviors","created":"2026-04-04","cited_by_count":0,"area":"agents"},{"id":"2607.04974","title":"A Comprehensive Study of Implementation Bugs in Multi-modal Agents","created":"2026-07-06","cited_by_count":0,"area":"agents"},{"id":"2608.28266","title":"CoCoBench: A Cooperative Coordination Benchmark for Embodied Multi-Agent Task Planning","created":"2026-08-28","cited_by_count":0,"area":"agents"}],"next_cursor":null}