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DiOpt: Self-supervised Diffusion for Constrained Optimization 预印本
2025
作者:  Ding, Shutong;  Zhou, Yimiao;  Hu, Ke;  Yao, Xi;  Yan, Junchi
收藏  |  浏览/下载：41/0  |  提交时间：2025/04/14
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization 会议论文
THE THIRTY-EIGHTH ANNUAL CONFERENCE ON NEURAL INFORMATION PROCESSING SYSTEMS
作者:  Ding ST(丁枢桐);  Hu K(胡轲);  Zhang ZH(章震豪);  Ren K(任侃);  Zhang WN(张伟楠)
Adobe PDF(1307Kb)  |  收藏  |  浏览/下载：232/12  |  提交时间：2024/12/06
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization 预印本
2024
作者:  Ding, Shutong;  Hu, Ke;  Zhang, Zhenhao;  Ren, Kan;  Zhang, Weinan
Adobe PDF(1382Kb)  |  收藏  |  浏览/下载：323/7  |  提交时间：2024/06/17
Guidance with Spherical Gaussian Constraint for Conditional Diffusion 预印本
2024
作者:  Yang, Lingxiao;  Ding, Shutong;  Cai, Yifan;  Yu, Jingyi;  Wang, Jingya
Adobe PDF(9403Kb)  |  收藏  |  浏览/下载：219/2  |  提交时间：2024/05/15
Guidance with Spherical Gaussian Constraint for Conditional Diffusion 会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, Vienna, Austria, July 21, 2024 - July 27, 2024
作者:  Yang, Lingxiao;  Ding, Shutong;  Cai, Yifan;  Yu, Jingyi;  Wang, Jingya
Adobe PDF(9403Kb)  |  收藏  |  浏览/下载：262/8  |  提交时间：2024/10/11
Two Sides of The Same Coin: Bridging Deep Equilibrium Models and Neural ODEs via Homotopy Continuation 会议论文
ARXIV, null,New Orleans,LA, DEC 10-16, 2023
作者:  Ding, Shutong;  Cui, Tianyu;  Wang, Jingya;  Shi, Ye
Adobe PDF(1070Kb)  |  收藏  |  浏览/下载：249/4  |  提交时间：2024/01/09
一种解决物理约束的深度强化学习训练及决策方法 专利
申请号:CN202310308630.4，申请日期: 2023-06-23，类型:发明申请，状态:实质审查
发明人:  石野;  丁枢桐;  汪婧雅
Adobe PDF(1115Kb)  |  收藏  |  浏览/下载：411/1  |  提交时间：2023/06/23
Reduced Policy Optimization for Continuous Control with Hard Constraints 会议论文
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), null,New Orleans,LA, DEC 10-16, 2023
作者:  Ding, Shutong;  Wang, Jingya;  Du, Yali;  Shi, Ye
Adobe PDF(792Kb)  |  收藏  |  浏览/下载：261/3  |  提交时间：2024/01/09
Two Sides of The Same Coin: Bridging Deep Equilibrium Models and Neural ODEs via Homotopy Continuation 会议论文
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, New Orleans, LA, United states, December 10, 2023 - December 16, 2023
作者:  Ding, Shutong;  Cui, Tianyu;  Wang, Jingya;  Shi, Ye
Adobe PDF(1070Kb)  |  收藏  |  浏览/下载：250/5  |  提交时间：2024/05/11
Reduced Policy Optimization for Continuous Control with Hard Constraints 会议论文
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, New Orleans, LA, United states, December 10, 2023 - December 16, 2023
作者:  Ding, Shutong;  Wang, Jingya;  Du, Yali;  Shi, Ye
Adobe PDF(792Kb)  |  收藏  |  浏览/下载：197/0  |  提交时间：2024/05/11
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