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Transactions on Machine Learning Research · 期刊 · Machine Learning

2025-12-24 至 2025-12-24 共收录 1
2505.18345 2025-12-24 cs.LG stat.ML

Diffusion Self-Weighted Guidance for Offline Reinforcement Learning

扩散自加权引导用于离线强化学习

Augusto Tagle, Javier Ruiz-del-Solar, Felipe Tobar

机构 * Initiative for Data & AI, Universidad de Chile(数据与人工智能倡议,智利大学) AMTC & Dept. of Electrical Eng., Universidad de Chile(AMTC与电气工程系,智利大学) Department of Mathematics, Imperial College London(数学系,伦敦帝国学院)

AI总结 本文提出自加权引导方法,通过扩散模型直接生成所需分数,无需额外网络,实现高效的离线强化学习

Comments Published in Transactions on Machine Learning Research (TMLR). 21 pages, 6 figures

Journal ref Trans. Mach. Learn. Res. (2025)

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