A Decentralized Policy Gradient Approach to Multi-task Reinforcement
Learning

A Decentralized Policy Gradient Approach to Multi-task Reinforcement Learning

8 June 2020

A. Raychowdhury

Papers citing "A Decentralized Policy Gradient Approach to Multi-task Reinforcement Learning"

13 / 13 papers shown

Title
Grasper: A Generalist Pursuer for Pursuit-Evasion Problems Pengdeng Li Shuxin Li Xinrun Wang Jakub Cerny Youzhi Zhang Stephen McAleer Hau Chan Bo An 47 1 0 19 Apr 2024
Sharing Knowledge in Multi-Task Deep Reinforcement Learning Carlo DÉramo Davide Tateo Andrea Bonarini Marcello Restelli Jan Peters 59 125 0 17 Jan 2024
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm Qinbo Bai Amrit Singh Bedi Vaneet Aggarwal 31 20 0 12 Jun 2022
Regularized Gradient Descent Ascent for Two-Player Zero-Sum Markov Games Sihan Zeng Thinh T. Doan Justin Romberg 76 22 0 27 May 2022
Federated Reinforcement Learning with Environment Heterogeneity Hao Jin Yang Peng Wenhao Yang Shusen Wang Zhihua Zhang 65 68 0 06 Apr 2022
FRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation Systems Zishen Wan Aqeel Anwar Abdulrahman Mahmoud Tianyu Jia Yu-Shun Hsiao Vijay Janapa Reddi A. Raychowdhury 46 21 0 14 Mar 2022
Circuit and System Technologies for Energy-Efficient Edge Robotics Zishen Wan A. Lele A. Raychowdhury GNN 36 7 0 22 Feb 2022
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications Khaled B. Letaief Yuanming Shi Jianmin Lu Jianhua Lu 48 417 0 24 Nov 2021
Finite-Time Complexity of Online Primal-Dual Natural Actor-Critic Algorithm for Constrained Markov Decision Processes Sihan Zeng Thinh T. Doan Justin Romberg 102 17 0 21 Oct 2021
Multi-Task Federated Reinforcement Learning with Adversaries Aqeel Anwar A. Raychowdhury AAML FedML 26 20 0 11 Mar 2021
Policy Mirror Descent for Reinforcement Learning: Linear Convergence, New Sampling Complexity, and Generalized Problem Classes Guanghui Lan 102 137 0 30 Jan 2021
Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey Yang Tang Chaoqiang Zhao Jianrui Wang Chongzhen Zhang Qiyu Sun Weixing Zheng W. Du Feng Qian Jürgen Kurths 18 65 0 08 Jan 2020
CAD2RL: Real Single-Image Flight without a Single Real Image Fereshteh Sadeghi Sergey Levine SSL 246 812 0 13 Nov 2016