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Updated: Jul 19, 2025

A Step-by-Step Implementation of DeepBehavior, Deep Learning Toolbox for Automated Behavior Analysis
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Published on: February 6, 2020

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样本高效的深度强化学习与在线状态抽象和因果变压器模型预测.

Yixing Lan, Xin Xu, Qiang Fang

    IEEE transactions on neural networks and learning systems
    |August 15, 2023
    PubMed
    概括

    深度强化学习 (RL) 样本效率通过新型抽象模型基于政策学习 (AMPL) 算法得到改善. AMPL使用状态抽象和世界模型来更快地学习,在基准任务上表现优于现有的方法.

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