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imperfect information game

44 papers

IIG

Papers

Opponent Hand Estimation in Gin Rummy Using Deep Neural Networks and Heuristic Strategies AAAI 2021 Subgame solving without common knowledge NeurIPS 2021 Combining Deep Reinforcement Learning and Search for Imperfect-Information Games NeurIPS 2020 Double Neural Counterfactual Regret Minimization ICLR 2020 Pipeline PSRO: A Scalable Approach for Finding Approximate Nash Equilibria in Large Games NeurIPS 2020 Posterior sampling for multi-agent reinforcement learning: solving extensive games with imperfect information ICLR 2020 RLCard: A Platform for Reinforcement Learning in Card Games IJCAI 2020 Deep Counterfactual Regret Minimization ICML 2019 DeltaDou: Expert-level Doudizhu AI through Self-play IJCAI 2019 Solving Imperfect-Information Games via Discounted Regret Minimization AAAI 2019 Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games Using Baselines AAAI 2019 Depth-Limited Solving for Imperfect-Information Games NeurIPS 2018 Libratus: The Superhuman AI for No-Limit Poker IJCAI 2017 Reduced Space and Faster Convergence in Imperfect-Information Games via Pruning ICML 2017 Safe and Nested Subgame Solving for Imperfect-Information Games NeurIPS 2017 Super-Human AI for Strategic Reasoning: Beating Top Pros in Heads-Up No-Limit Texas Hold'em IJCAI 2017 Fictitious Self-Play in Extensive-Form Games ICML 2015 Regret-Based Pruning in Extensive-Form Games NeurIPS 2015 Monte Carlo Sampling for Regret Minimization in Extensive Games NeurIPS 2009