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Longbo Huang

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RL-CFR: Improving Action Abstraction for Imperfect Information Extensive-Form Games with Reinforcement Learning

Mar 07, 2024
Boning Li, Zhixuan Fang, Longbo Huang

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Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximation

Feb 28, 2024
Yu Chen, Xiangcheng Zhang, Siwei Wang, Longbo Huang

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Provably Efficient Partially Observable Risk-Sensitive Reinforcement Learning with Hindsight Observation

Feb 28, 2024
Tonghe Zhang, Yu Chen, Longbo Huang

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LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Nov 09, 2023
Simian Luo, Yiqin Tan, Suraj Patil, Daniel Gu, Patrick von Platen, Apolinário Passos, Longbo Huang, Jian Li, Hang Zhao

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One is More: Diverse Perspectives within a Single Network for Efficient DRL

Oct 29, 2023
Yiqin Tan, Ling Pan, Longbo Huang

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A Quadratic Synchronization Rule for Distributed Deep Learning

Oct 22, 2023
Xinran Gu, Kaifeng Lyu, Sanjeev Arora, Jingzhao Zhang, Longbo Huang

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Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Oct 06, 2023
Simian Luo, Yiqin Tan, Longbo Huang, Jian Li, Hang Zhao

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Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation

Jul 06, 2023
Yu Chen, Yihan Du, Pihe Hu, Siwei Wang, Desheng Wu, Longbo Huang

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Beyond Conservatism: Diffusion Policies in Offline Multi-agent Reinforcement Learning

Jul 04, 2023
Zhuoran Li, Ling Pan, Longbo Huang

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