{"total":30,"rows":[{"id":"2501.12599","title":"Kimi k1.5: Scaling Reinforcement Learning with LLMs","created":"2025-01-22","cited_by_count":1210,"area":"lr"},{"id":"2601.20802","title":"Reinforcement Learning via Self-Distillation","created":"2026-01-28","cited_by_count":332,"area":"lr"},{"id":"2505.24298","title":"AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning","created":"2025-05-30","cited_by_count":250,"area":"lr"},{"id":"2403.04642","title":"Teaching Large Language Models to Reason with Reinforcement Learning","created":"2024-03-07","cited_by_count":160,"area":"lr"},{"id":"2405.10292","title":"Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning","created":"2024-05-16","cited_by_count":158,"area":"lr"},{"id":"2310.01320","title":"Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation","created":"2023-10-02","cited_by_count":104,"area":"lr"},{"id":"2506.24119","title":"SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning","created":"2025-06-30","cited_by_count":100,"area":"lr"},{"id":"2305.19165","title":"Strategic Reasoning with Language Models","created":"2023-05-30","cited_by_count":64,"area":"lr"},{"id":"2510.23595","title":"Multi-Agent Evolve: LLM Self-Improve through Co-evolution","created":"2025-10-27","cited_by_count":60,"area":"lr"},{"id":"2207.04630","title":"On the Principles of Parsimony and Self-Consistency for the Emergence of Intelligence","created":"2022-07-11","cited_by_count":50,"area":"lr"},{"id":"2401.10568","title":"CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents","created":"2024-01-19","cited_by_count":42,"area":"lr"},{"id":"2509.19128","title":"PipelineRL: Faster On-policy Reinforcement Learning for Long Sequence Generation","created":"2025-09-23","cited_by_count":32,"area":"lr"},{"id":"2509.23866","title":"Efficient Multi-turn RL for GUI Agents via Decoupled Training and Adaptive Data Curation","created":"2025-09-28","cited_by_count":26,"area":"lr"},{"id":"2508.03772","title":"GTPO: Stabilizing Group Relative Policy Optimization via Gradient and Entropy Control","created":"2025-08-05","cited_by_count":18,"area":"lr"},{"id":"2510.15414","title":"MARSHAL: Incentivizing Multi-Agent Reasoning via Self-Play with Strategic LLMs","created":"2025-10-17","cited_by_count":16,"area":"lr"},{"id":"2509.25052","title":"Cogito, Ergo Ludo: An Agent that Learns to Play by Reasoning and Planning","created":"2025-09-29","cited_by_count":12,"area":"lr"},{"id":"2601.04575","title":"Scaling Behavior Cloning Improves Causal Reasoning: An Open Model for Real-Time Video Game Playing","created":"2026-01-08","cited_by_count":11,"area":"lr"},{"id":"2602.19362","title":"LLMs Can Learn to Reason Via Off-Policy RL","created":"2026-02-22","cited_by_count":10,"area":"lr"},{"id":"2602.07045","title":"VLRS-Bench: A Vision-Language Reasoning Benchmark for Remote Sensing","created":"2026-02-04","cited_by_count":6,"area":"lr"},{"id":"2508.16821","title":"PuzzleJAX: A Benchmark for Reasoning and Learning","created":"2025-08-22","cited_by_count":4,"area":"lr"},{"id":"2602.00983","title":"DISPO: Enhancing Training Efficiency and Stability in Reinforcement Learning for Large Language Model Mathematical Reasoning","created":"2026-02-01","cited_by_count":3,"area":"lr"},{"id":"2506.19095","title":"Baba is LLM: Reasoning in a Game with Dynamic Rules","created":"2025-06-23","cited_by_count":2,"area":"lr"},{"id":"2603.18756","title":"Are complicated loss functions necessary for teaching LLMs to reason?","created":"2026-03-19","cited_by_count":1,"area":"lr"},{"id":"2603.19167","title":"Evaluating Counterfactual Strategic Reasoning in Large Language Models","created":"2026-03-19","cited_by_count":1,"area":"lr"},{"id":"2607.23802","title":"From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement","created":"2026-07-26","cited_by_count":1,"area":"lr"},{"id":"2407.09287","title":"Instruction Following with Goal-Conditioned Reinforcement Learning in Virtual Environments","created":"2024-07-12","cited_by_count":0,"area":"lr"},{"id":"2511.15378","title":"Terra Nova: A Comprehensive Challenge Environment for Intelligent Agents","created":"2025-11-19","cited_by_count":0,"area":"lr"},{"id":"2602.05494","title":"A Unified Framework for Rethinking Policy Divergence Measures in GRPO","created":"2026-02-05","cited_by_count":0,"area":"lr"},{"id":"2604.17010","title":"Improving LLM Code Reasoning via Semantic Equivalence Self-Play with Formal Verification","created":"2026-04-18","cited_by_count":0,"area":"lr"},{"id":"2604.17696","title":"Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play","created":"2026-04-20","cited_by_count":0,"area":"lr"}],"next_cursor":null}