Learning to Steer Markovian Agents under Model Uncertainty

14 July 2024

Papers citing "Learning to Steer Markovian Agents under Model Uncertainty"

8 / 8 papers shown

Title
Steering No-Regret Agents in MFGs under Model Uncertainty Leo Widmer Jiawei Huang Niao He LLMSV 59 0 0 12 Mar 2025
Stochastic Bilevel Optimization with Lower-Level Contextual Markov Decision Processes Vinzenz Thoma Barna Pásztor Andreas Krause Giorgia Ramponi Yifan Hu 26 1 0 03 Jun 2024
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF Han Shen Zhuoran Yang Tianyi Chen OffRL 32 14 0 10 Feb 2024
Model-Based RL for Mean-Field Games is not Statistically Harder than Single-Agent RL Jiawei Huang Niao He Andreas Krause 24 6 0 08 Feb 2024
Policy Mirror Ascent for Efficient and Independent Learning in Mean Field Games Batuhan Yardim Semih Cayci M. Geist Niao He 48 27 0 29 Dec 2022
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 41 18 0 04 Oct 2021
Independent Policy Gradient Methods for Competitive Reinforcement Learning C. Daskalakis Dylan J. Foster Noah Golowich 51 158 0 11 Jan 2021
Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes Chen-Yu Wei Mehdi Jafarnia-Jahromi Haipeng Luo Hiteshi Sharma R. Jain 98 99 0 15 Oct 2019