{"total":23,"rows":[{"id":"2509.08827","title":"A Survey of Reinforcement Learning for Large Reasoning Models","created":"2025-09-10","cited_by_count":180,"area":"lr"},{"id":"2602.05125","title":"Rethinking Rubric Generation for Improving LLM Judge and Reward Modeling for Open-ended Tasks","created":"2026-02-04","cited_by_count":62,"area":"lr"},{"id":"2602.10885","title":"Reinforcing Chain-of-Thought Reasoning with Self-Evolving Rubrics","created":"2026-02-11","cited_by_count":26,"area":"lr"},{"id":"2511.12344","title":"Reward and Guidance through Rubrics: Promoting Exploration to Improve Multi-Domain Reasoning","created":"2025-11-15","cited_by_count":21,"area":"lr"},{"id":"2509.22611","title":"Quantile Advantage Estimation: Stabilizing RLVR for LLM Reasoning","created":"2025-09-26","cited_by_count":11,"area":"lr"},{"id":"2510.11184","title":"Reinforcement Learning for Tool-Integrated Interleaved Thinking towards Cross-Domain Generalization","created":"2025-10-13","cited_by_count":7,"area":"lr"},{"id":"2510.22543","title":"FAPO: Flawed-Aware Policy Optimization for Efficient and Reliable Reasoning","created":"2025-10-26","cited_by_count":7,"area":"lr"},{"id":"2602.01791","title":"Grad2Reward: From Sparse Judgment to Dense Rewards for Improving Open-Ended LLM Reasoning","created":"2026-02-02","cited_by_count":6,"area":"lr"},{"id":"2602.21628","title":"RuCL: Stratified Rubric-Based Curriculum Learning for Multimodal Large Language Model Reasoning","created":"2026-02-25","cited_by_count":5,"area":"lr"},{"id":"2608.31075","title":"Scaling Large Reasoning Models beyond Human Supervision: A Path toward Superintelligence","created":"2026-08-31","cited_by_count":5,"area":"lr"},{"id":"2605.30244","title":"Reinforcement Learning with Robust Rubric Rewards","created":"2026-05-28","cited_by_count":4,"area":"lr"},{"id":"2602.02545","title":"Beyond Alignment: Expanding Reasoning Capacity via Manifold-Reshaping Policy Optimization","created":"2026-01-30","cited_by_count":3,"area":"lr"},{"id":"2603.20046","title":"Experience is the Best Teacher: Motivating Effective Exploration in Reinforcement Learning for LLMs","created":"2026-03-20","cited_by_count":3,"area":"lr"},{"id":"2605.08061","title":"Rubric-Grounded RL: Structured Judge Rewards for Generalizable Reasoning","created":"2026-05-08","cited_by_count":3,"area":"lr"},{"id":"2605.29310","title":"Rubric-Guided Process Reward for Stepwise Model Routing","created":"2026-05-28","cited_by_count":2,"area":"lr"},{"id":"2608.02087","title":"Instruction-Conditioned Exploration for Reinforcement Learning with Self-Distillation to an Unconditioned Policy","created":"2026-08-03","cited_by_count":2,"area":"lr"},{"id":"2608.22126","title":"Decoupled Physical Modeling and Execution for Physics Reasoning","created":"2026-08-22","cited_by_count":1,"area":"lr"},{"id":"2604.13902","title":"DiPO: Disentangled Perplexity Policy Optimization for Fine-grained Exploration-Exploitation Trade-Off","created":"2026-04-15","cited_by_count":0,"area":"lr"},{"id":"2605.23384","title":"Metacognition as Reward: Reinforcing LLM Reasoning via Knowledge and Regulation Signals","created":"2026-05-22","cited_by_count":0,"area":"lr"},{"id":"2609.08156","title":"When Metrics Reward the Worst Translations: Internalizing Cultural Reasoning for Social Media Translation Evaluation","created":"2026-09-08","cited_by_count":0,"area":"lr"},{"id":"2609.37145","title":"From Judgment Quality to Downstream Utility: Rethinking LLM-as-a-Judge for Open-Ended Tasks","created":"2026-09-29","cited_by_count":0,"area":"lr"},{"id":"2610.01548","title":"Range-GRPO: Policy Optimization via Pairwise Relations among Reward Intervals","created":"2026-10-01","cited_by_count":0,"area":"lr"},{"id":"2610.17824","title":"Checking the Checkers: A Synthesis of Verifier Noise and Robustness in RLVR","created":"2026-10-13","cited_by_count":0,"area":"lr"}],"next_cursor":null}