Learning to Control Unknown Strongly Monotone Games

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Learning to Control Unknown Strongly Monotone Games

30 June 2024

Siddharth Chandak

Nicholas Bambos

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Papers citing "Learning to Control Unknown Strongly Monotone Games"

19 / 19 papers shown

Title
$O(1/k)$ Finite-Time Bound for Non-Linear Two-Time-Scale Stochastic Approximation Siddharth Chandak 78 1 0 27 Apr 2025
Non-Expansive Mappings in Two-Time-Scale Stochastic Approximation: Finite-Time Analysis Siddharth Chandak 99 1 0 18 Jan 2025
Adaptive Incentive Design with Learning Agents C. Maheshwari Kshitij Kulkarni Manxi Wu S. Shankar Sastry 73 4 0 26 May 2024
Equilibrium Bandits: Learning Optimal Equilibria of Unknown Dynamics Siddharth Chandak Ilai Bistritz Nicholas Bambos 63 4 0 27 Feb 2023
First-Order Algorithms for Nonlinear Generalized Nash Equilibrium Problems Michael I. Jordan Tianyi Lin Manolis Zampetakis 69 23 0 07 Apr 2022
Nonlinear Two-Time-Scale Stochastic Approximation: Convergence and Finite-Time Performance Thinh T. Doan 74 46 0 03 Nov 2020
Optimally Deceiving a Learning Leader in Stackelberg Games Georgios Birmpas Jiarui Gan Alexandros Hollender Francisco Javier Marmolejo-Cossío Ninad Rajgopal Alexandros A. Voudouris FedML 110 18 0 11 Jun 2020
My Fair Bandit: Distributed Learning of Max-Min Fairness with Multi-player Bandits Ilai Bistritz Tavor Z. Baharav Amir Leshem Nicholas Bambos FaML 63 37 0 23 Feb 2020
Multi-User MABs with User Dependent Rewards for Uncoordinated Spectrum Access A. Magesh Venugopal V. Veeravalli 34 22 0 21 Oct 2019
Learning Nash Equilibria in Monotone Games T. Tatarenko Maryam Kamgarpour 30 38 0 03 Apr 2019
Multi-Player Bandits: The Adversarial Case Pragnya Alatur Kfir Y. Levy Andreas Krause AAML 53 37 0 21 Feb 2019
A Practical Algorithm for Multiplayer Bandits when Arm Means Vary Among Players Etienne Boursier E. Kaufmann Abbas Mehrabian Vianney Perchet 41 63 0 04 Feb 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 44 39 0 30 Jan 2019
Learning Quadratic Games on Networks Yan Leng Xiaowen Dong Junfeng Wu Alex Pentland GNN 41 19 0 21 Nov 2018
SIC-MMAB: Synchronisation Involves Communication in Multiplayer Multi-Armed Bandits Etienne Boursier Vianney Perchet 127 102 0 21 Sep 2018
On Gradient-Based Learning in Continuous Games Eric Mazumdar Lillian J. Ratliff S. Shankar Sastry 104 136 0 16 Apr 2018
Dynamic control of agents playing aggregative games with coupling constraints Sergio Grammatico 41 169 0 28 Sep 2016
Learning in games with continuous action sets and unknown payoff functions P. Mertikopoulos Zhengyuan Zhou 59 266 0 25 Aug 2016
On Regret-Optimal Learning in Decentralized Multi-player Multi-armed Bandits Naumaan Nayyar D. Kalathil R. Jain OffRL 73 77 0 04 May 2015