conftrace_

nash equilibrium

398 papers

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NE

Co-occurring keywords

game theory (854) zero-sum game (190) multi-agent system (1819) multi-agent reinforcement learning (538) extensive-form game (86) markov game (86) sample complexity (1169) regret minimization (315) regret bound (1926) multi-agent learning (98)

Papers

The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces ICML 2022
Coordinating Followers to Reach Better Equilibria: End-to-End Gradient Descent for Stackelberg Games AAAI 2022
Exploitability Minimization in Games and Beyond NIPS 2022
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game NIPS 2022
Fair, Individually Rational and Cheap Adjustment IJCAI 2022
Learning in Congestion Games with Bandit Feedback NIPS 2022
On Last-Iterate Convergence Beyond Zero-Sum Games ICML 2022
On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning ICML 2022
A Natural Actor-Critic Framework for Zero-Sum Markov Games ICML 2022
Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games NIPS 2022
Smooth Fictitious Play in Stochastic Games with Perturbed Payoffs and Unknown Transitions NIPS 2022
Forward Looking Best-Response Multiplicative Weights Update Methods for Bilinear Zero-sum Games AISTATS 2022
Independent Natural Policy Gradient always converges in Markov Potential Games AISTATS 2022
Regularized Gradient Descent Ascent for Two-Player Zero-Sum Markov Games NIPS 2022
Gap-Dependent Bounds for Two-Player Markov Games AISTATS 2022
Efficient Phi-Regret Minimization in Extensive-Form Games via Online Mirror Descent NIPS 2022
Competing for Resources: Estimating Adversary Strategy for Effective Plan Generation AAAI 2022
Sample-Efficient Reinforcement Learning of Partially Observable Markov Games NIPS 2022
Policy Learning for Robust Markov Decision Process with a Mismatched Generative Model AAAI 2022
Single-Agent Dynamics in Additively Separable Hedonic Games AAAI 2022
Group Wisdom at a Price: Jury Theorems with Costly Information IJCAI 2022
Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model NIPS 2022
When are Offline Two-Player Zero-Sum Markov Games Solvable? NIPS 2022
Policy Optimization for Markov Games: Unified Framework and Faster Convergence NIPS 2022
A Unified Diversity Measure for Multiagent Reinforcement Learning NIPS 2022