{"total":46,"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":"2503.24047","title":"Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents","created":"2025-03-31","cited_by_count":98,"area":"agents"},{"id":"2406.05804","title":"A Review of Prominent Paradigms for LLM-Based Agents: Tool Use (Including RAG), Planning, and Feedback Learning","created":"2024-06-09","cited_by_count":74,"area":"agents"},{"id":"2410.02603","title":"Agents' Room: Narrative Generation through Multi-step Collaboration","created":"2024-10-03","cited_by_count":57,"area":"agents"},{"id":"2503.22458","title":"Evaluating LLM-based Agents for Multi-Turn Conversations: A Survey","created":"2025-03-28","cited_by_count":57,"area":"agents"},{"id":"2508.04482","title":"OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use","created":"2025-08-06","cited_by_count":35,"area":"agents"},{"id":"2503.05659","title":"A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval","created":"2025-03-07","cited_by_count":33,"area":"agents"},{"id":"2506.03610","title":"Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games","created":"2025-06-04","cited_by_count":31,"area":"agents"},{"id":"2408.15971","title":"BattleAgentBench: A Benchmark for Evaluating Cooperation and Competition Capabilities of Language Models in Multi-Agent Systems","created":"2024-08-28","cited_by_count":26,"area":"agents"},{"id":"2504.04072","title":"Among Us: A Sandbox for Measuring and Detecting Agentic Deception","created":"2025-04-05","cited_by_count":26,"area":"agents"},{"id":"2412.03920","title":"A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios","created":"2024-12-05","cited_by_count":23,"area":"agents"},{"id":"2503.06047","title":"DSGBench: A Diverse Strategic Game Benchmark for Evaluating LLM-based Agents in Complex Decision-Making Environments","created":"2025-03-08","cited_by_count":23,"area":"agents"},{"id":"2506.18019","title":"Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities","created":"2025-06-22","cited_by_count":23,"area":"agents"},{"id":"2507.15815","title":"LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra","created":"2025-07-21","cited_by_count":22,"area":"agents"},{"id":"2503.04094","title":"Pok\\'eChamp: an Expert-level Minimax Language Agent","created":"2025-03-06","cited_by_count":16,"area":"agents"},{"id":"2604.20987","title":"Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks","created":"2026-04-22","cited_by_count":15,"area":"agents"},{"id":"2510.01353","title":"MEMTRACK: Evaluating Long-Term Memory and State Tracking in Multi-Platform Dynamic Agent Environments","created":"2025-10-01","cited_by_count":13,"area":"agents"},{"id":"2505.17616","title":"Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments","created":"2025-05-23","cited_by_count":12,"area":"agents"},{"id":"2602.06008","title":"AgenticPay: A Multi-Agent LLM Negotiation System for Buyer-Seller Transactions","created":"2026-02-05","cited_by_count":12,"area":"agents"},{"id":"2602.11583","title":"The Five Ws of Multi-Agent Communication: Who Talks to Whom, When, What, and Why -- A Survey from MARL to Emergent Language and LLMs","created":"2026-02-12","cited_by_count":10,"area":"agents"},{"id":"2410.03997","title":"YOLO-MARL: You Only LLM Once for Multi-Agent Reinforcement Learning","created":"2024-10-05","cited_by_count":9,"area":"agents"},{"id":"2504.03561","title":"SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement","created":"2025-04-04","cited_by_count":9,"area":"agents"},{"id":"2509.12810","title":"H$^2$R: Hierarchical Hindsight Reflection for Multi-Task LLM Agents","created":"2025-09-16","cited_by_count":8,"area":"agents"},{"id":"2501.06695","title":"DVM: Towards Controllable LLM Agents in Social Deduction Games","created":"2025-01-12","cited_by_count":7,"area":"agents"},{"id":"2412.13549","title":"EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents","created":"2024-12-18","cited_by_count":6,"area":"agents"},{"id":"2409.11393","title":"LLM-Agent-UMF: LLM-based Agent Unified Modeling Framework for Seamless Design of Multi Active/Passive Core-Agent Architectures","created":"2024-09-17","cited_by_count":5,"area":"agents"},{"id":"2410.02829","title":"LLMs May Not Be Human-Level Players, But They Can Be Testers: Measuring Game Difficulty with LLM Agents","created":"2024-10-01","cited_by_count":5,"area":"agents"},{"id":"2504.16946","title":"MobileCity: An Efficient Framework for Large-Scale Urban Behavior Simulation","created":"2025-04-18","cited_by_count":5,"area":"agents"},{"id":"2512.02321","title":"LeechHijack: Covert Computational Resource Exploitation in Intelligent Agent Systems","created":"2025-12-02","cited_by_count":5,"area":"agents"},{"id":"2408.11574","title":"Drama Engine: A Framework for Narrative Agents","created":"2024-08-21","cited_by_count":3,"area":"agents"},{"id":"2509.01052","title":"FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games","created":"2025-09-01","cited_by_count":3,"area":"agents"},{"id":"2604.07818","title":"Open-Ended Video Game Glitch Detection with Agentic Reasoning and Temporal Grounding","created":"2026-04-09","cited_by_count":3,"area":"agents"},{"id":"2605.27068","title":"QUACK: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents","created":"2026-05-26","cited_by_count":3,"area":"agents"},{"id":"2411.02223","title":"Positive Experience Reflection for Agents in Interactive Text Environments","created":"2024-11-04","cited_by_count":2,"area":"agents"},{"id":"2603.14052","title":"A Multi-Agent Perception-Action Alliance for Efficient Long Video Reasoning","created":"2026-03-14","cited_by_count":2,"area":"agents"},{"id":"2606.05793","title":"CollabBench: Benchmarking and Unleashing Collaborative Ability of LLMs with Diverse Players via Proactive Engagement","created":"2026-06-04","cited_by_count":2,"area":"agents"},{"id":"2410.08632","title":"Words as Beacons: Guiding RL Agents with High-Level Language Prompts","created":"2024-10-11","cited_by_count":1,"area":"agents"},{"id":"2510.18483","title":"StarBench: A Turn-Based RPG Benchmark for Agentic Multimodal Decision-Making and Information Seeking","created":"2025-10-21","cited_by_count":1,"area":"agents"},{"id":"2409.10550","title":"Agentic Society: Merging skeleton from real world and texture from Large Language Model","created":"2024-09-02","cited_by_count":0,"area":"agents"},{"id":"2506.22937","title":"GamerAstra: Supporting 2D Non-Twitch Video Games for Blind and Low-Vision Players through a Multi-Agent Framework","created":"2025-06-28","cited_by_count":0,"area":"agents"},{"id":"2512.10501","title":"Zero-shot 3D Map Generation with LLM Agents: A Dual-Agent Architecture for Procedural Content Generation","created":"2025-12-11","cited_by_count":0,"area":"agents"},{"id":"2604.21896","title":"Nemobot Games: Crafting Strategic AI Gaming Agents for Interactive Learning with Large Language Models","created":"2026-04-23","cited_by_count":0,"area":"agents"},{"id":"2609.02931","title":"LLM-Guided Reinforcement Learning for Adaptive NPC Behavior in Multi-Agent Combat Games","created":"2026-08-27","cited_by_count":0,"area":"agents"},{"id":"2609.18996","title":"Compiled Agency: Frontier General-Purpose Coding Agents Build Winning Game Players from Bare Interaction - from Flappy Bird to StarCraft II and Civilization","created":"2026-07-17","cited_by_count":0,"area":"agents"},{"id":"2609.27606","title":"State-Grounded Conditioning: Wrapping User-Facing LLM Agents Where Direction Depends on Live State","created":"2026-09-23","cited_by_count":0,"area":"agents"},{"id":"2609.32544","title":"Porimon: An LLM-Based Pokémon Battle Agent Enhanced by Long/Short-Term Knowledge Augmented Generation","created":"2026-09-26","cited_by_count":0,"area":"agents"}],"next_cursor":null}