{"total":41,"rows":[{"id":"2305.16291","title":"Voyager: An Open-Ended Embodied Agent with Large Language Models","created":"2023-05-25","cited_by_count":2191,"area":"agents"},{"id":"2207.01206","title":"WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents","created":"2022-07-04","cited_by_count":1251,"area":"agents"},{"id":"2209.14375","title":"Improving alignment of dialogue agents via targeted human judgements","created":"2022-09-28","cited_by_count":531,"area":"agents"},{"id":"2311.13743","title":"FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design","created":"2023-11-23","cited_by_count":164,"area":"agents"},{"id":"2407.06567","title":"FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making","created":"2024-07-09","cited_by_count":113,"area":"agents"},{"id":"2308.02151","title":"Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization","created":"2023-08-04","cited_by_count":112,"area":"agents"},{"id":"2504.16129","title":"MARFT: Multi-Agent Reinforcement Fine-Tuning","created":"2025-04-21","cited_by_count":52,"area":"agents"},{"id":"2601.07055","title":"Dr. Zero: Self-Evolving Search Agents without Training Data","created":"2026-01-11","cited_by_count":44,"area":"agents"},{"id":"2306.07929","title":"Large Language Models Are Semi-Parametric Reinforcement Learning Agents","created":"2023-06-09","cited_by_count":42,"area":"agents"},{"id":"2502.07350","title":"KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems","created":"2025-02-11","cited_by_count":37,"area":"agents"},{"id":"2607.07508","title":"Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning","created":"2026-07-08","cited_by_count":37,"area":"agents"},{"id":"2512.04797","title":"SIMA 2: A Generalist Embodied Agent for Virtual Worlds","created":"2025-12-04","cited_by_count":31,"area":"agents"},{"id":"2402.01118","title":"PokeLLMon: A Human-Parity Agent for Pokemon Battles with Large Language Models","created":"2024-02-02","cited_by_count":26,"area":"agents"},{"id":"2403.17674","title":"Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games","created":"2024-03-26","cited_by_count":20,"area":"agents"},{"id":"2310.01444","title":"Adapting LLM Agents with Universal Feedback in Communication","created":"2023-10-01","cited_by_count":19,"area":"agents"},{"id":"2401.17749","title":"SwarmBrain: Embodied agent for real-time strategy game StarCraft II via large language models","created":"2024-01-31","cited_by_count":19,"area":"agents"},{"id":"2509.22576","title":"EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning","created":"2025-09-26","cited_by_count":17,"area":"agents"},{"id":"2510.11345","title":"Part II: ROLL Flash -- Accelerating RLVR and Agentic Training with Asynchrony","created":"2025-10-13","cited_by_count":15,"area":"agents"},{"id":"2402.03969","title":"In-context learning agents are asymmetric belief updaters","created":"2024-02-06","cited_by_count":14,"area":"agents"},{"id":"2307.08962","title":"REX: Rapid Exploration and eXploitation for AI Agents","created":"2023-07-18","cited_by_count":13,"area":"agents"},{"id":"2305.11455","title":"Shattering the Agent-Environment Interface for Fine-Tuning Inclusive Language Models","created":"2023-05-19","cited_by_count":8,"area":"agents"},{"id":"2307.15833","title":"Dialogue Shaping: Empowering Agents through NPC Interaction","created":"2023-07-28","cited_by_count":8,"area":"agents"},{"id":"2406.05872","title":"STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language Models","created":"2024-06-09","cited_by_count":8,"area":"agents"},{"id":"2604.18401","title":"CAPO: Critic-Guided Action-Aligned Policy Optimization for Advancing LLM Agent Capabilities","created":"2026-04-20","cited_by_count":8,"area":"agents"},{"id":"2307.10936","title":"PASTA: Pretrained Action-State Transformer Agents","created":"2023-07-20","cited_by_count":6,"area":"agents"},{"id":"2407.15734","title":"TaskGen: A Task-Based, Memory-Infused Agentic Framework using StrictJSON","created":"2024-07-22","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":"2402.04631","title":"The Future of Cognitive Strategy-enhanced Persuasive Dialogue Agents: New Perspectives and Trends","created":"2024-02-07","cited_by_count":4,"area":"agents"},{"id":"2505.08448","title":"Scalable UAV Multi-Hop Networking via Multi-Agent Reinforcement Learning with Large Language Models","created":"2025-05-13","cited_by_count":4,"area":"agents"},{"id":"2602.00948","title":"FinEvo: From Isolated Backtests to Ecological Market Games for Multi-Agent Financial Strategy Evolution","created":"2026-02-01","cited_by_count":2,"area":"agents"},{"id":"2506.05577","title":"Policy Search, Retrieval, and Composition via Task Similarity in Collaborative Agentic Systems","created":"2025-06-05","cited_by_count":1,"area":"agents"},{"id":"2507.23261","title":"DynaSwarm: Dynamically Graph Structure Selection for LLM-based Multi-agent System","created":"2025-07-31","cited_by_count":1,"area":"agents"},{"id":"2510.00022","title":"Learning to Lead Themselves: Agentic AI in MAS using MARL","created":"2025-09-24","cited_by_count":1,"area":"agents"},{"id":"2604.17502","title":"Towards Shutdownable Agents: Generalizing Stochastic Choice in RL Agents and LLMs","created":"2026-04-19","cited_by_count":1,"area":"agents"},{"id":"2505.06378","title":"Bi-LSTM based Multi-Agent DRL with Computation-aware Pruning for Agent Twins Migration in Vehicular Embodied AI Networks","created":"2025-05-09","cited_by_count":0,"area":"agents"},{"id":"2509.18230","title":"Towards General Computer Control with Hierarchical Agents and Multi-Level Action Spaces","created":"2025-09-22","cited_by_count":0,"area":"agents"},{"id":"2602.17930","title":"MIRA: Memory-Integrated Reinforcement Learning Agent with Limited LLM Guidance","created":"2026-02-20","cited_by_count":0,"area":"agents"},{"id":"2605.24490","title":"Market Regime Council for Dynamic Credit Assignment in Multi-Agent LLM Decision Systems","created":"2026-05-23","cited_by_count":0,"area":"agents"},{"id":"2607.24779","title":"HOBA: Hierarchical On-Policy Bidding Agents for Adaptive Online Advertising","created":"2026-06-17","cited_by_count":0,"area":"agents"},{"id":"2610.02525","title":"Learning What to Investigate Next: Meta-Reasoning for Long-Horizon Research Agents","created":"2026-10-01","cited_by_count":0,"area":"agents"},{"id":"2610.04196","title":"Asynchronous Is Nearly Free for Evolution Strategies on Long-Horizon Agentic Tasks","created":"2026-10-03","cited_by_count":0,"area":"agents"}],"next_cursor":null}