Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning
Paper
• 2310.20587 • Published
• 18
Papers - Reinforcement Learning
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SELF: Language-Driven Self-Evolution for Large Language Model
Paper • 2310.00533 • Published • 2 -
Bigger, Better, Faster: Human-level Atari with human-level efficiency
Paper • 2305.19452 • Published • 5 -
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
Paper • 2408.08152 • Published • 61 -
Natural Language Reinforcement Learning
Paper • 2411.14251 • Published • 31 -
StarCraft II: A New Challenge for Reinforcement Learning
Paper • 1708.04782 • Published • 1 -
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Paper • 2501.12948 • Published • 441 -
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Paper • 2402.03300 • Published • 140