STay-ON-the-Ridge: Guaranteed Convergence to Local Minimax Equilibrium in Nonconvex-Nonconcave Games

18 October 2022

Papers citing "STay-ON-the-Ridge: Guaranteed Convergence to Local Minimax Equilibrium in Nonconvex-Nonconcave Games"

5 / 5 papers shown

Title
Two-Timescale Gradient Descent Ascent Algorithms for Nonconvex Minimax Optimization Tianyi Lin Chi Jin Michael I. Jordan 52 6 0 28 Jan 2025
Fixed Point Computation: Beating Brute Force with Smoothed Analysis Idan Attias Y. Dagan Constantinos Daskalakis Rui-Min Yao Manolis Zampetakis 29 0 0 18 Jan 2025
Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence Beyond the Minty Property Ioannis Anagnostides Ioannis Panageas Gabriele Farina T. Sandholm 31 3 0 19 Dec 2023
Universal Gradient Descent Ascent Method for Nonconvex-Nonconcave Minimax Optimization Taoli Zheng Lingling Zhu Anthony Man-Cho So Jose H. Blanchet Jiajin Li 37 13 0 26 Dec 2022
On Solving Minimax Optimization Locally: A Follow-the-Ridge Approach Yuanhao Wang Guodong Zhang Jimmy Ba 31 100 0 16 Oct 2019