Cycles in adversarial regularized learning

8 September 2017

Papers citing "Cycles in adversarial regularized learning"

15 / 15 papers shown

Title
The Hamiltonian of Poly-matrix Zero-sum Games Toshihiro Ota Yuma Fujimoto AI4CE 62 0 0 19 May 2025
Smooth Quadratic Prediction Markets Enrique Nueve Bo Waggoner 37 0 0 05 May 2025
Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games Tong Yang Bo Dai Lin Xiao Yuejie Chi OffRL 90 2 0 13 Feb 2025
Two-Timescale Gradient Descent Ascent Algorithms for Nonconvex Minimax Optimization Tianyi Lin Chi Jin Michael I. Jordan 79 8 0 28 Jan 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 67 2 0 31 Dec 2024
Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment Mingzhi Wang Chengdong Ma Qizhi Chen Linjian Meng Yang Han Jiancong Xiao Zhaowei Zhang Jing Huo Weijie Su Yaodong Yang 112 7 0 22 Oct 2024
Last Iterate Convergence in Monotone Mean Field Games Noboru Isobe Kenshi Abe Kaito Ariu 58 0 0 07 Oct 2024
Learning to Steer Markovian Agents under Model Uncertainty Jiawei Huang Vinzenz Thoma Zebang Shen H. Nax Niao He 80 2 0 14 Jul 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 77 6 0 15 Jun 2024
Global Behavior of Learning Dynamics in Zero-Sum Games with Memory Asymmetry Yuma Fujimoto Kaito Ariu Kenshi Abe 52 1 0 23 May 2024
Nash Equilibrium and Learning Dynamics in Three-Player Matching $m$ -Action Games Yuma Fujimoto Kaito Ariu Kenshi Abe 39 1 0 16 Feb 2024
Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games Lampros Flokas Emmanouil-Vasileios Vlatakis-Gkaragkounis Georgios Piliouras MLT 53 41 0 28 Oct 2019
Introduction to Online Convex Optimization Elad Hazan OffRL 108 1,922 0 07 Sep 2019
Optimization, Learning, and Games with Predictable Sequences Alexander Rakhlin Karthik Sridharan 67 377 0 08 Nov 2013