conftrace_

optimistic method

4 papers

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Co-occurring keywords

nash equilibrium (398) adaptive step size (18) markov game (86) linear system (30) adaptive method (30) gradient descent-ascent (6) coarse correlated equilibrium (31) constrained mdp (15) multi-agent system (1819) constrained rl (3)

Papers

Adaptive and Optimal Second-order Optimistic Methods for Minimax Optimization NIPS 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