{"total":40,"rows":[{"id":"2503.21460","title":"Large Language Model Agent: A Survey on Methodology, Applications and Challenges","created":"2025-03-27","cited_by_count":205,"area":"agents"},{"id":"2505.19591","title":"Multi-Agent Collaboration via Evolving Orchestration","created":"2025-05-26","cited_by_count":108,"area":"agents"},{"id":"2508.09736","title":"Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory","created":"2025-08-13","cited_by_count":97,"area":"agents"},{"id":"2507.06229","title":"Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving","created":"2025-07-08","cited_by_count":94,"area":"agents"},{"id":"2512.10696","title":"Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution","created":"2025-12-11","cited_by_count":73,"area":"agents"},{"id":"2508.12752","title":"Deep Research: A Survey of Autonomous Research Agents","created":"2025-08-18","cited_by_count":66,"area":"agents"},{"id":"2504.13865","title":"A Survey on (M)LLM-Based GUI Agents","created":"2025-03-27","cited_by_count":62,"area":"agents"},{"id":"2506.04133","title":"TRiSM for Agentic AI: A Review of Trust, Risk, and Security Management in LLM-based Agentic Multi-Agent Systems","created":"2025-06-04","cited_by_count":59,"area":"agents"},{"id":"2509.18970","title":"LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions","created":"2025-09-23","cited_by_count":50,"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":"2410.07869","title":"Benchmarking Agentic Workflow Generation","created":"2024-10-10","cited_by_count":37,"area":"agents"},{"id":"2503.02682","title":"MPO: Boosting LLM Agents with Meta Plan Optimization","created":"2025-03-04","cited_by_count":36,"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":"2505.15182","title":"ReflAct: World-Grounded Decision Making in LLM Agents via Goal-State Reflection","created":"2025-05-21","cited_by_count":31,"area":"agents"},{"id":"2511.04847","title":"Test-Time Adaptation for LLM Agents via Environment Interaction","created":"2025-11-06","cited_by_count":20,"area":"agents"},{"id":"2510.05608","title":"A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Tasks","created":"2025-10-07","cited_by_count":19,"area":"agents"},{"id":"2602.23008","title":"Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization","created":"2026-02-26","cited_by_count":19,"area":"agents"},{"id":"2505.20023","title":"Training LLM-Based Agents with Synthetic Self-Reflected Trajectories and Partial Masking","created":"2025-05-26","cited_by_count":17,"area":"agents"},{"id":"2506.21669","title":"SEEA-R1: Tree-Structured Reinforcement Fine-Tuning for Self-Evolving Embodied Agents","created":"2025-06-26","cited_by_count":15,"area":"agents"},{"id":"2507.07441","title":"SAND: Boosting LLM Agents with Self-Taught Action Deliberation","created":"2025-07-10","cited_by_count":14,"area":"agents"},{"id":"2512.01939","title":"An Empirical Study of Agent Developer Practices in AI Agent Frameworks","created":"2025-12-01","cited_by_count":14,"area":"agents"},{"id":"2501.09316","title":"SOP-Agent: Empower General Purpose AI Agent with Domain-Specific SOPs","created":"2025-01-16","cited_by_count":11,"area":"agents"},{"id":"2601.07470","title":"Learning How to Remember: A Meta-Cognitive Management Method for Structured and Transferable Agent Memory","created":"2026-01-12","cited_by_count":10,"area":"agents"},{"id":"2504.03553","title":"Agentic Knowledgeable Self-awareness","created":"2025-04-04","cited_by_count":8,"area":"agents"},{"id":"2601.04861","title":"Orchestrating Intelligence: Confidence-Aware Routing for Efficient Multi-Agent Collaboration across Multi-Scale Models","created":"2026-01-08","cited_by_count":6,"area":"agents"},{"id":"2506.09656","title":"Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives","created":"2025-06-11","cited_by_count":5,"area":"agents"},{"id":"2510.07091","title":"The Cognitive Bandwidth Bottleneck: Shifting Long-Horizon Agent from Planning with Actions to Planning with Schemas","created":"2025-10-08","cited_by_count":5,"area":"agents"},{"id":"2602.19633","title":"TAPE: Tool-Guided Adaptive Planning and Constrained Execution in Language Model Agents","created":"2026-02-23","cited_by_count":4,"area":"agents"},{"id":"2606.07367","title":"Self-evolving LLM agents with in-distribution Optimization","created":"2026-06-05","cited_by_count":4,"area":"agents"},{"id":"2603.29656","title":"6GAgentGym: Tool Use, Data Synthesis, and Agentic Learning for Network Management","created":"2026-03-31","cited_by_count":3,"area":"agents"},{"id":"2602.23668","title":"PseudoAct: Leveraging Pseudocode Synthesis for Flexible Planning and Action Control in Large Language Model Agents","created":"2026-02-27","cited_by_count":2,"area":"agents"},{"id":"2604.05808","title":"Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents","created":"2026-04-07","cited_by_count":2,"area":"agents"},{"id":"2605.04922","title":"Evolving Idea Graphs with Learnable Edits-and-Commits for Multi-Agent Scientific Ideation","created":"2026-05-06","cited_by_count":2,"area":"agents"},{"id":"2510.02369","title":"AutoContext: Instance-Level Context Learning for LLM Agents","created":"2025-09-29","cited_by_count":1,"area":"agents"},{"id":"2604.17252","title":"Seeing Isn't Believing: Mitigating Belief Inertia via Active Intervention in Embodied Agents","created":"2026-04-19","cited_by_count":1,"area":"agents"},{"id":"2606.02204","title":"Cross-Environment Neural Reranking for Sample-Efficient Action Selection in Text-Based Agents","created":"2026-06-01","cited_by_count":1,"area":"agents"},{"id":"2512.24461","title":"Align While Search: Belief-Guided Exploratory Inference for World-Grounded Embodied Agents","created":"2025-12-30","cited_by_count":0,"area":"agents"},{"id":"2604.18133","title":"Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures","created":"2026-04-20","cited_by_count":0,"area":"agents"},{"id":"2610.02330","title":"Choosing Before Acting: Comparative Value Estimation for Long-Horizon Tool-Use Agents","created":"2026-10-01","cited_by_count":0,"area":"agents"},{"id":"2610.14574","title":"CB-Agent: Concept-Based In-Context Learning for Sequential Action Selection","created":"2026-10-10","cited_by_count":0,"area":"agents"}],"next_cursor":null}