Exploration-Exploitation in Multi-Agent Competition: Convergence with Bounded Rationality

24 June 2021

Papers citing "Exploration-Exploitation in Multi-Agent Competition: Convergence with Bounded Rationality"

16 / 16 papers shown

Title
Multi-Agent Q-Learning Dynamics in Random Networks: Convergence due to Exploration and Sparsity A. Hussain D. Leonte Francesco Belardinelli Raphael Huser Dario Paccagnan 50 0 0 13 Mar 2025
Last Iterate Convergence in Monotone Mean Field Games Noboru Isobe Kenshi Abe Kaito Ariu 41 0 0 07 Oct 2024
Tractable Equilibrium Computation in Markov Games through Risk Aversion Eric Mazumdar Kishan Panaganti Laixi Shi 39 1 0 20 Jun 2024
Stimulate the Potential of Robots via Competition K. Huang Di Guo Xinyu Zhang Xiangyang Ji Huaping Liu 32 3 0 15 Mar 2024
Stability of Multi-Agent Learning in Competitive Networks: Delaying the Onset of Chaos A. Hussain Francesco Belardinelli 29 2 0 19 Dec 2023
Approximating Nash Equilibria in Normal-Form Games via Stochastic Optimization I. Gemp Luke Marris Georgios Piliouras 14 7 0 10 Oct 2023
Stability of Multi-Agent Learning: Convergence in Network Games with Many Players A. Hussain D. Leonte Francesco Belardinelli Georgios Piliouras MLT 21 0 0 26 Jul 2023
Multi-Player Zero-Sum Markov Games with Networked Separable Interactions Chanwoo Park Kaipeng Zhang Asuman Ozdaglar 30 8 0 13 Jul 2023
MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning Mikayel Samvelyan Akbir Khan Michael Dennis Minqi Jiang Jack Parker-Holder Jakob N. Foerster Roberta Raileanu Tim Rocktaschel 54 24 0 06 Mar 2023
Learning with Exposure Constraints in Recommendation Systems Omer Ben-Porat Rotem Torkan 22 12 0 02 Feb 2023
Asymptotic Convergence and Performance of Multi-Agent Q-Learning Dynamics A. Hussain Francesco Belardinelli Georgios Piliouras 30 14 0 23 Jan 2023
Asynchronous Gradient Play in Zero-Sum Multi-agent Games Ruicheng Ao Shicong Cen Yuejie Chi 45 5 0 16 Nov 2022
Faster Last-iterate Convergence of Policy Optimization in Zero-Sum Markov Games Shicong Cen Yuejie Chi S. Du Lin Xiao 56 35 0 03 Oct 2022
The Power of Regularization in Solving Extensive-Form Games Ming-Yu Liu Asuman Ozdaglar Tiancheng Yu Kaipeng Zhang 21 20 0 19 Jun 2022
Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence Dongsheng Ding Chen-Yu Wei Kaipeng Zhang M. Jovanović 22 69 0 08 Feb 2022
Independent Policy Gradient Methods for Competitive Reinforcement Learning C. Daskalakis Dylan J. Foster Noah Golowich 62 158 0 11 Jan 2021