Training Language Models to Self-Correct via Reinforcement Learning
Paper • 2409.12917 • Published • 140
LLM+Self-Play RL
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Recursive Introspection: Teaching Language Model Agents How to Self-Improve
Paper • 2407.18219 • Published • 3 -
Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
Paper • 2408.16293 • Published • 27 -
Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models
Paper • 2409.04787 • Published • 1 -
Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives
Paper • 2401.02009 • Published • 1 -
Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning
Paper • 2503.07572 • Published • 48 -
SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning
Paper • 2504.19162 • Published • 18 -
General-Reasoner: Advancing LLM Reasoning Across All Domains
Paper • 2505.14652 • Published • 24 -
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies
Paper • 2512.19673 • Published • 66