REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models
Paper
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2501.03262
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Published
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104
RL
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ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
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Reinforcement Learning in Vision: A Survey
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AVATAR: Reinforcement Learning to See, Hear, and Reason Over Video
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Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization
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Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards
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GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
Paper • 2601.05242 • Published • 204