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Sky's picture
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Sky

dandingsky
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upvoted a paper 11 days ago
Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
upvoted a paper 5 months ago
Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners
upvoted a paper 9 months ago
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
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upvoted a paper 11 days ago

Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models

Paper • 2602.12036 • Published 12 days ago • 95
upvoted a paper 5 months ago

Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners

Paper • 2509.26226 • Published Sep 30, 2025 • 34
upvoted a paper 9 months ago

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30, 2025 • 143
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