Fast Convergence of Regularized Learning in Games

Fast Convergence of Regularized Learning in Games

2 July 2015

Vasilis Syrgkanis

Robert Schapire

Papers citing "Fast Convergence of Regularized Learning in Games"

13 / 13 papers shown

Title
Comparator-Adaptive $Φ$ -Regret: Improved Bounds, Simpler Algorithms, and Applications to Games Soumita Hait Ping Li Haipeng Luo Mengxiao Zhang 80 0 0 22 May 2025
The Hamiltonian of Poly-matrix Zero-sum Games Toshihiro Ota Yuma Fujimoto AI4CE 52 0 0 19 May 2025
Improving LLM General Preference Alignment via Optimistic Online Mirror Descent Yuheng Zhang Dian Yu Tao Ge Linfeng Song Zhichen Zeng Haitao Mi Nan Jiang Dong Yu 95 4 0 24 Feb 2025
On the Interplay between Social Welfare and Tractability of Equilibria Ioannis Anagnostides Tuomas Sandholm 92 2 0 10 Jan 2025
No-regret learning in harmonic games: Extrapolation in the face of conflicting interests Davide Legacci P. Mertikopoulos Christos H. Papadimitriou Georgios Piliouras Bary S. R. Pradelski 62 2 0 31 Dec 2024
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning Yuheng Zhang Dian Yu Baolin Peng Linfeng Song Ye Tian Mingyue Huo Nan Jiang Haitao Mi Dong Yu 120 16 0 30 Jun 2024
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms Yang Cai Gabriele Farina Julien Grand-Clément Christian Kroer Chung-Wei Lee Haipeng Luo Weiqiang Zheng 75 6 0 15 Jun 2024
Paying to Do Better: Games with Payments between Learning Agents Y. Kolumbus Joe Halpern Éva Tardos 96 2 0 31 May 2024
Efficient Methods for Non-stationary Online Learning Peng Zhao Yan-Feng Xie Lijun Zhang Zhi Zhou 73 20 0 16 Sep 2023
Minimax Estimation of Conditional Moment Models Nishanth Dikkala Greg Lewis Lester W. Mackey Vasilis Syrgkanis 129 100 0 12 Jun 2020
Taking a hint: How to leverage loss predictors in contextual bandits? Chen-Yu Wei Haipeng Luo Alekh Agarwal 82 27 0 04 Mar 2020
Optimization, Learning, and Games with Predictable Sequences Alexander Rakhlin Karthik Sridharan 64 377 0 08 Nov 2013
Online Learning with Predictable Sequences Alexander Rakhlin Karthik Sridharan 124 355 0 18 Aug 2012