Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
Paper
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2501.09686
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Published
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36
Llms and reasoning
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DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
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Chain-of-Retrieval Augmented Generation
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RL + Transformer = A General-Purpose Problem Solver
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CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction
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Logical Reasoning in Large Language Models: A Survey
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CoT-Valve: Length-Compressible Chain-of-Thought Tuning
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SQuARE: Sequential Question Answering Reasoning Engine for Enhanced Chain-of-Thought in Large Language Models
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Small Models Struggle to Learn from Strong Reasoners
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Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
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AlphaMaze: Enhancing Large Language Models' Spatial Intelligence via GRPO
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