RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement
Learning Agents

RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents

16 February 2021

Zinovi Rabinovich

Papers citing "RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents"

11 / 11 papers shown

Title
Towards Efficient Risk-Sensitive Policy Gradient: An Iteration Complexity Analysis Rui Liu Erfaun Noorani Pratap Tokekar John S. Baras 31 1 0 13 Mar 2024
Toward Risk-based Optimistic Exploration for Cooperative Multi-Agent Reinforcement Learning Ji-Yun Oh Joonkee Kim Minchan Jeong Se-Young Yun 38 1 0 03 Mar 2023
Universal Agent Mixtures and the Geometry of Intelligence S. Alexander David Quarel Len Du Marcus Hutter 23 1 0 13 Feb 2023
Risk-Sensitive Policy with Distributional Reinforcement Learning Thibaut Théate D. Ernst OffRL 30 5 0 30 Dec 2022
Distributional Reward Estimation for Effective Multi-Agent Deep Reinforcement Learning Jifeng Hu Yanchao Sun Hechang Chen Sili Huang Haiyin Piao Yi-Ju Chang Lichao Sun 15 5 0 14 Oct 2022
Learning Generalizable Risk-Sensitive Policies to Coordinate in Decentralized Multi-Agent General-Sum Games Ziyi Liu Xian Guo Yongchun Fang 18 0 0 31 May 2022
A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems Oliver Slumbers D. Mguni Stephen Marcus McAleer Stefano B. Blumberg Jun Wang Yaodong Yang 32 9 0 30 May 2022
Off-Beat Multi-Agent Reinforcement Learning Wei Qiu Weixun Wang R. Wang Bo An Yujing Hu S. Obraztsova Zinovi Rabinovich Jianye Hao Yingfeng Chen Changjie Fan OffRL 29 2 0 27 May 2022
Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis Ziyi Chen Yi Zhou Rongrong Chen Shaofeng Zou 15 24 0 08 Sep 2021
MAVEN: Multi-Agent Variational Exploration Anuj Mahajan Tabish Rashid Mikayel Samvelyan Shimon Whiteson DRL 140 355 0 16 Oct 2019
Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach Yinlam Chow Aviv Tamar Shie Mannor Marco Pavone 73 312 0 06 Jun 2015