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upvoted 4 papers about 1 month ago

Pay-Per-Search Models are Abstention Models

Paper • 2510.01152 • Published Oct 1 • 5

EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning

Paper • 2509.22576 • Published Sep 26 • 132

Mixture of Thoughts: Learning to Aggregate What Experts Think, Not Just What They Say

Paper • 2509.21164 • Published Sep 25 • 8

ExGRPO: Learning to Reason from Experience

Paper • 2510.02245 • Published Oct 2 • 77

upvoted a paper 6 months ago

Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models

Paper • 2505.14810 • Published May 20 • 62

upvoted a paper 7 months ago

Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21 • 88