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upvoted 4 papers 3 months ago

Pay-Per-Search Models are Abstention Models

Paper • 2510.01152 • Published Oct 1, 2025 • 5

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

Paper • 2509.22576 • Published Sep 26, 2025 • 134

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

Paper • 2509.21164 • Published Sep 25, 2025 • 8

ExGRPO: Learning to Reason from Experience

Paper • 2510.02245 • Published Oct 2, 2025 • 80

upvoted a paper 8 months ago

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

Paper • 2505.14810 • Published May 20, 2025 • 62

upvoted a paper 9 months ago

Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21, 2025 • 88