conftrace_

stochastic game

69 papers

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Also known as

SG

Co-occurring keywords

multi-agent system (1819) game theory (854) nash equilibrium (398) zero-sum game (190) reinforcement learning (4352) regret bound (1926) multi-agent reinforcement learning (538) temporal logic (105) policy iteration (99) multi-agent learning (98)

Papers

Fictitious Play and Best-Response Dynamics in Identical Interest and Zero-Sum Stochastic Games ICML 2022
Zero-Sum Stochastic Stackelberg Games NIPS 2022
On the convergence of policy gradient methods to Nash equilibria in general stochastic games NIPS 2022
Finite-horizon equilibria for neuro-symbolic concurrent stochastic games UAI 2022
Smooth Fictitious Play in Stochastic Games with Perturbed Payoffs and Unknown Transitions NIPS 2022
On the Heterogeneity of Independent Learning Dynamics in Zero-sum Stochastic Games L4DC 2022
Learning Nash Equilibria in Zero-Sum Stochastic Games via Entropy-Regularized Policy Approximation IJCAI 2021
Entropy-Guided Control Improvisation RSS 2021
Generalization Bounds for Stochastic Saddle Point Problems AISTATS 2021
Large-Scale Multi-Agent Deep FBSDEs ICML 2021
A Unified Analysis of First-Order Methods for Smooth Games via Integral Quadratic Constraints JMLR 2021
Solving Partially Observable Stochastic Shortest-Path Games IJCAI 2021
Learning in Multi-Player Stochastic Games UAI 2021
Temporal Induced Self-Play for Stochastic Bayesian Games IJCAI 2021
Learning in Nonzero-Sum Stochastic Games with Potentials ICML 2021
Stochastic Market Games IJCAI 2021
Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games ICML 2021
Independent Policy Gradient Methods for Competitive Reinforcement Learning NIPS 2020
Foolproof Cooperative Learning ACML 2020
Solving Discounted Stochastic Two-Player Games with Near-Optimal Time and Sample Complexity AISTATS 2020
All-Pay Bidding Games on Graphs AAAI 2020
Exploration Analysis in Finite-Horizon Turn-based Stochastic Games UAI 2020
Theory of Minds: Understanding Behavior in Groups through Inverse Planning AAAI 2019
Learning Mean-Field Games NIPS 2019
Latent Dirichlet Allocation for Internet Price War AAAI 2019