conftrace_

optimistic method

5 papers

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Co-occurring keywords · papers mentioning both

last-iterate convergence (2) nash equilibrium (2) convex-concave minimax problem (1) adaptive step size (1) markov game (1) linear system (1) adaptive method (1) gradient descent ascent (1) coarse correlated equilibrium (1) constrained mdp (1)

Papers

Adaptive and Optimal Second-order Optimistic Methods for Minimax Optimization NeurIPS 2024 Last-iterate Convergence Separation between Extra-gradient and Optimism in Constrained Periodic Games UAI 2024 Optimistic Policy Gradient in Multi-Player Markov Games with a Single Controller: Convergence beyond the Minty Property AAAI 2024 ReLOAD: Reinforcement Learning with Optimistic Ascent-Descent for Last-Iterate Convergence in Constrained MDPs ICML 2023 Stable-Predictive Optimistic Counterfactual Regret Minimization ICML 2019