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T04. Planning, reflection, judging, and self-improving agents

Research on step-by-step reasoning, self-critique, and model-as-judge evaluation.

  1. T04-9Similar problem

    Let's Verify Step by Step

    Authors
    Hunter Lightman, Vineet Kosaraju, Yura Burda, Harri Edwards, Bowen Baker, Teddy Lee, Jan Leike, John Schulman, Ilya Sutskever, Karl Cobbe
    Year
    2024
    Venue
    ICLR 2024

    Korean review of T04-9

  2. T04-11Similar problem

    Large Language Models Cannot Self-Correct Reasoning Yet

    Authors
    Jie Huang, Xinyun Chen, Swaroop Mishra, Huaixiu Steven Zheng, Adams Wei Yu, Xinying Song, Denny Zhou
    Year
    2024
    Venue
    ICLR 2024

    Korean review of T04-11

  3. T04-16Similar problem

    CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

    Authors
    Zhibin Gou, Zhihong Shao, Yeyun Gong, Yelong Shen, Yujiu Yang, Nan Duan, Weizhu Chen
    Year
    2024
    Venue
    ICLR 2024

    Korean review of T04-16

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