Q-Distribution guided Q-learning for offline reinforcement learning: Uncertainty penalized Q-value via consistency model

Q-Distribution guided Q-learning for offline reinforcement learning: Uncertainty penalized Q-value via consistency model

Item #:: 079017-1724
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DOI: https://doi.org/10.52202/079017-1724
Author(s): Linjiajie Fang, Bing-Yi Jing, Kexin Shi, Wenjia Wang, Jing Zhang
Pages: 54421-54462 (42 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

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DOI: https://doi.org/10.52202/079017-1724
Author(s): Linjiajie Fang, Bing-Yi Jing, Kexin Shi, Wenjia Wang, Jing Zhang
Pages: 54421-54462 (42 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)