Experimental News Clipping Site

Tag: value function

  • Hacker News: A (Long) Peek into Reinforcement Learning

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    Kurt Seifried
    in

    Source URL: https://lilianweng.github.io/posts/2018-02-19-rl-overview/ Source: Hacker News Title: A (Long) Peek into Reinforcement Learning Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text offers an in-depth exploration of Reinforcement Learning (RL), covering foundational concepts, major algorithms, and their implications in AI, particularly highlighting methods such as Q-learning, SARSA, and policy gradients. It emphasizes…

  • Hacker News: Offline Reinforcement Learning for LLM Multi-Step Reasoning

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    system automation
    in

    Source URL: https://arxiv.org/abs/2412.16145 Source: Hacker News Title: Offline Reinforcement Learning for LLM Multi-Step Reasoning Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the development of a novel offline reinforcement learning method, OREO, aimed at improving the multi-step reasoning abilities of large language models (LLMs). This has significant implications in AI security…