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Learning Sutton and Barto's RL Fundamentals: How Classical Reinforcement Learning Powers Modern LLMs

Learning Sutton and Barto's RL Fundamentals: How Classical Reinforcement Learning Powers Modern LLMs

讀《Sutton和Barto強化學習經典》:從基礎理論到大型語言模型的推理能力

Hi everyone, I graduated from a Master in Math program last summer. In recent months, I have been trying to understand more about ML/DL and LLMs, so I have been reading books and sometimes papers on LLMs and their reasoning capacities (I'm especially interested in **AI for Math**). When I read about RL on Wikipedia, I also found that it's also really interesting as well, so I wanted to learn more about RL and its connections to LLMs. Since the canonical book on RL is "Sutton and Barto"

Keywords

Sutton and Bartoreinforcement learningLLMstool usemath reasoningagentslearning resources