Learning Parametric Closed-Loop Policies for Markov Potential Games

3 February 2018

Papers citing "Learning Parametric Closed-Loop Policies for Markov Potential Games"

13 / 13 papers shown

Title
Beyond Theorems: A Counterexample to Potential Markov Game Criteria Fatemeh Fardno S. Zahedi 52 0 0 13 May 2024
MANSA: Learning Fast and Slow in Multi-Agent Systems D. Mguni Hao Chen Taher Jafferjee Jianhong Wang Long Fei Xidong Feng Stephen Marcus McAleer Feifei Tong Jun Wang Yaodong Yang 30 1 0 12 Feb 2023
Efficiently Computing Nash Equilibria in Adversarial Team Markov Games Fivos Kalogiannis Ioannis Anagnostides Ioannis Panageas Emmanouil-Vasileios Vlatakis-Gkaragkounis Vaggos Chatziafratis S. Stavroulakis 46 13 0 03 Aug 2022
Convergence and Price of Anarchy Guarantees of the Softmax Policy Gradient in Markov Potential Games Dingyang Chen Qi Zhang Thinh T. Doan 29 12 0 15 Jun 2022
Learning in Congestion Games with Bandit Feedback Qiwen Cui Zhihan Xiong Maryam Fazel S. Du 26 12 0 04 Jun 2022
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game Zhiyuan Yao Zihan Ding OffRL 24 2 0 03 Jun 2022
LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning D. Mguni Taher Jafferjee Jianhong Wang Oliver Slumbers Nicolas Perez Nieves Feifei Tong Yang Li Jiangcheng Zhu Yaodong Yang Jun Wang 45 18 0 05 Dec 2021
On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning Weichao Mao Lin F. Yang Kaipeng Zhang Tamer Bacsar 43 57 0 12 Oct 2021
When Can We Learn General-Sum Markov Games with a Large Number of Players Sample-Efficiently? Ziang Song Song Mei Yu Bai 74 67 0 08 Oct 2021
Learning in Nonzero-Sum Stochastic Games with Potentials D. Mguni Yutong Wu Yali Du Yaodong Yang Ziyi Wang Minne Li Ying Wen Joel Jennings Jun Wang 32 45 0 16 Mar 2021
Stochastic Potential Games David Mguni 9 7 0 27 May 2020
Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms Kaipeng Zhang Zhuoran Yang Tamer Basar 63 1,184 0 24 Nov 2019
Coordinating the Crowd: Inducing Desirable Equilibria in Non-Cooperative Systems D. Mguni Joel Jennings Sergio Valcarcel Macua Emilio Sison S. Ceppi Enrique Munoz de Cote 14 39 0 30 Jan 2019