Improving Generalization of Reinforcement Learning with Minimax
Distributional Soft Actor-Critic

Improving Generalization of Reinforcement Learning with Minimax Distributional Soft Actor-Critic

13 February 2020

Jingliang Duan

Shengbo Eben Li

Qi Sun

Papers citing "Improving Generalization of Reinforcement Learning with Minimax Distributional Soft Actor-Critic"

9 / 9 papers shown

Title
(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions Olivia Macmillan-Scott Mirco Musolesi 53 1 0 28 Nov 2023
VIBR: Learning View-Invariant Value Functions for Robust Visual Control Tom Dupuis Jaonary Rabarisoa Q. C. Pham David Filliat 70 0 0 14 Jun 2023
Zero-shot Transfer Learning of Driving Policy via Socially Adversarial Traffic Flow Dongkun Zhang Jintao Xue Yuxiang Cui Yunkai Wang Eryun Liu Wei Jing Junbo Chen R. Xiong Yue Wang 44 0 0 25 Apr 2023
D-HAL: Distributed Hierarchical Adversarial Learning for Multi-Agent Interaction in Autonomous Intersection Management Guanzhou Li Jianping Wu Yujing He 29 1 0 05 Mar 2023
Improve Generalization of Driving Policy at Signalized Intersections with Adversarial Learning Yangang Ren Guojian Zhan Liye Tang Shengbo Eben Li Jianhua Jiang Jingliang Duan AAML 20 10 0 09 Apr 2022
Finite-Time Complexity of Online Primal-Dual Natural Actor-Critic Algorithm for Constrained Markov Decision Processes Sihan Zeng Thinh T. Doan Justin Romberg 107 17 0 21 Oct 2021
Feasible Actor-Critic: Constrained Reinforcement Learning for Ensuring Statewise Safety Haitong Ma Yang Guan Shegnbo Eben Li Xiangteng Zhang Sifa Zheng Jianyu Chen 43 37 0 22 May 2021
Learner-Private Convex Optimization Jiaming Xu Kuang Xu Dana Yang FedML 27 2 0 23 Feb 2021
Adaptive dynamic programming for nonaffine nonlinear optimal control problem with state constraints Jingliang Duan Zhengyu Liu Shengbo Eben Li Qi Sun Zhenzhong Jia B. Cheng 23 64 0 26 Nov 2019