Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
Paper
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2502.14768
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Published
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44
RL
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S^2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning
Paper • 2502.12853 • Published • 28 -
Diverse Inference and Verification for Advanced Reasoning
Paper • 2502.09955 • Published • 16 -
Distillation Scaling Laws
Paper • 2502.08606 • Published • 46 -
Small Models Struggle to Learn from Strong Reasoners
Paper • 2502.12143 • Published • 28 -
OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning
Paper • 2502.11271 • Published • 16 -
CRANE: Reasoning with constrained LLM generation
Paper • 2502.09061 • Published • 18 -
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Paper • 2501.12948 • Published • 339 -
Visual-RFT: Visual Reinforcement Fine-Tuning
Paper • 2503.01785 • Published • 55