Steering No-Regret Agents in MFGs under Model Uncertainty

Steering No-Regret Agents in MFGs under Model Uncertainty

12 March 2025

Papers citing "Steering No-Regret Agents in MFGs under Model Uncertainty"

19 / 19 papers shown

Title
Learning to Steer Markovian Agents under Model Uncertainty Jiawei Huang Vinzenz Thoma Zebang Shen H. Nax Niao He 85 2 0 14 Jul 2024
MF-OML: Online Mean-Field Reinforcement Learning with Occupation Measures for Large Population Games Anran Hu Junzi Zhang 82 7 0 01 May 2024
Incentivized Learning in Principal-Agent Bandit Games Antoine Scheid D. Tiapkin Etienne Boursier Aymeric Capitaine El-Mahdi El-Mhamdi Eric Moulines Michael I. Jordan Alain Durmus 142 9 0 06 Mar 2024
Model-Based RL for Mean-Field Games is not Statistically Harder than Single-Agent RL Jiawei Huang Niao He Andreas Krause 72 7 0 08 Feb 2024
MESOB: Balancing Equilibria & Social Optimality Xin Guo Lihong Li Sareh Nabi R. Salhab Junzi Zhang 49 3 0 16 Jul 2023
Is Learning in Games Good for the Learners? William Brown Jon Schneider Kiran Vodrahalli 54 20 0 31 May 2023
On the Statistical Efficiency of Mean Field Reinforcement Learning with General Function Approximation Jiawei Huang Batuhan Yardim Niao He 68 11 0 18 May 2023
Policy Mirror Ascent for Efficient and Independent Learning in Mean Field Games Batuhan Yardim Semih Cayci Matthieu Geist Niao He 86 29 0 29 Dec 2022
The Sample Complexity of Online Contract Design Banghua Zhu Stephen Bates Zhuoran Yang Yixin Wang Jiantao Jiao Michael I. Jordan 84 49 0 10 Nov 2022
Adaptive Incentive Design with Multi-Agent Meta-Gradient Reinforcement Learning Jiachen Yang Ethan Wang Rakshit S. Trivedi T. Zhao H. Zha 64 20 0 20 Dec 2021
Solving N-player dynamic routing games with congestion: a mean field approach M. Chekol Mathieu Lauriere Julien Perolat Jakob Huber Sertan Girgin Sarah Perrin Olivier Pietquin Alexandre M. Bayen Eric Goubault Romuald Elie 44 17 0 22 Oct 2021
Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence Boyi Liu Jiayang Li Zhuoran Yang Hoi-To Wai Mingyi Hong Y. Nie Zhaoran Wang 95 19 0 04 Oct 2021
Scaling up Mean Field Games with Online Mirror Descent Julien Perolat Sarah Perrin Romuald Elie Mathieu Laurière Georgios Piliouras Matthieu Geist K. Tuyls Olivier Pietquin LRM AI4CE 92 46 0 28 Feb 2021
Strategizing against No-regret Learners Yuan Deng Jon Schneider Balasubramanian Sivan 30 61 0 30 Sep 2019
Introduction to Online Convex Optimization Elad Hazan OffRL 170 1,929 0 07 Sep 2019
Online Convex Optimization in Adversarial Markov Decision Processes Aviv A. Rosenberg Yishay Mansour 52 138 0 19 May 2019
Adaptive Mechanism Design: Learning to Promote Cooperation T. Baumann T. Graepel John Shawe-Taylor 37 26 0 11 Jun 2018
Model-based Reinforcement Learning and the Eluder Dimension Ian Osband Benjamin Van Roy 89 189 0 07 Jun 2014
Adaptive Contract Design for Crowdsourcing Markets: Bandit Algorithms for Repeated Principal-Agent Problems Chien-Ju Ho Aleksandrs Slivkins Jennifer Wortman Vaughan 122 147 0 12 May 2014