{"total":18,"rows":[{"id":"2501.07278","title":"Lifelong Learning of Large Language Model based Agents: A Roadmap","created":"2025-01-13","cited_by_count":83,"area":"agents"},{"id":"2402.11443","title":"Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation","created":"2024-02-18","cited_by_count":75,"area":"agents"},{"id":"2402.01469","title":"AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback","created":"2024-02-02","cited_by_count":25,"area":"agents"},{"id":"2411.00053","title":"ACC-Collab: An Actor-Critic Approach to Multi-Agent LLM Collaboration","created":"2024-10-30","cited_by_count":24,"area":"agents"},{"id":"2407.12823","title":"WTU-EVAL: A Whether-or-Not Tool Usage Evaluation Benchmark for Large Language Models","created":"2024-07-02","cited_by_count":13,"area":"agents"},{"id":"2605.09076","title":"Robust Multi-Agent LLMs under Byzantine Faults","created":"2026-05-09","cited_by_count":10,"area":"agents"},{"id":"2407.17695","title":"Enhancing Agent Learning through World Dynamics Modeling","created":"2024-07-25","cited_by_count":9,"area":"agents"},{"id":"2505.16113","title":"Tools in the Loop: Quantifying Uncertainty of LLM Question Answering Systems That Use Tools","created":"2025-05-22","cited_by_count":9,"area":"agents"},{"id":"2509.10018","title":"GAMA: A General Anonymizing Multi-Agent System for Privacy Preservation Enhanced by Domain Rules and Disproof Mechanism","created":"2025-09-12","cited_by_count":3,"area":"agents"},{"id":"2607.26212","title":"Multi-Agent Debate Strategies: Survey, Taxonomy, and Challenges","created":"2026-07-28","cited_by_count":3,"area":"agents"},{"id":"2506.20606","title":"Model Editing as a Double-Edged Sword: Steering Agent Ethical Behavior Toward Beneficence or Harm","created":"2025-06-25","cited_by_count":2,"area":"agents"},{"id":"2511.11362","title":"On-Device Fine-Tuning via Backprop-Free Zeroth-Order Optimization","created":"2025-11-14","cited_by_count":1,"area":"agents"},{"id":"2512.23518","title":"Single LLM Debate, MoLaCE: Mixture of Latent Concept Experts Against Confirmation Bias","created":"2025-12-29","cited_by_count":1,"area":"agents"},{"id":"2610.05107","title":"SearchJev: A Fast and Calibrated System-1 Model for Search Agents","created":"2026-10-04","cited_by_count":1,"area":"agents"},{"id":"2601.21947","title":"ToolWeaver: Weaving Collaborative Semantics for Scalable Tool Use in Large Language Models","created":"2026-01-29","cited_by_count":0,"area":"agents"},{"id":"2605.20189","title":"SOLAR: A Self-Optimizing Open-Ended Autonomous Agent for Lifelong Learning and Continual Adaptation","created":"2026-03-23","cited_by_count":0,"area":"agents"},{"id":"2608.26563","title":"SPT: Skills as Pre-Training Data for Agentic Language Models","created":"2026-08-27","cited_by_count":0,"area":"agents"},{"id":"2610.15258","title":"Sequent-Prover: Training Agents for Formal, Checkable SMT-based Reasoning","created":"2026-10-11","cited_by_count":0,"area":"agents"}],"next_cursor":null}