Game AI

Multi-Game Decision Transformers NeurIPS 2022 Multi-Stage Episodic Control for Strategic Exploration in Text Games ICLR 2022 Near-Optimal Learning of Extensive-Form Games with Imperfect Information ICML 2022 OAM: An Option-Action Reinforcement Learning Framework for Universal Multi-Intersection Control AAAI 2022 PantheonRL: A MARL Library for Dynamic Training Interactions AAAI 2022 PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity Donation COLING 2022 Perceiving the World: Question-guided Reinforcement Learning for Text-based Games ACL 2022 PerfectDou: Dominating DouDizhu with Perfect Information Distillation NeurIPS 2022 Planning in Stochastic Environments with a Learned Model ICLR 2022 PLM-based World Models for Text-based Games EMNLP 2022 Policy improvement by planning with Gumbel ICLR 2022 Policy Optimization for Markov Games: Unified Framework and Faster Convergence NeurIPS 2022 Programmatic Modeling and Generation of Real-Time Strategic Soccer Environments for Reinforcement Learning AAAI 2022 Provably Efficient Policy Optimization for Two-Player Zero-Sum Markov Games AISTATS 2022 Proximal Learning With Opponent-Learning Awareness NeurIPS 2022 Q-Ball: Modeling Basketball Games Using Deep Reinforcement Learning AAAI 2022 Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning NeurIPS 2022 Revisiting the Roles of “Text” in Text Games EMNLP 2022 RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation WACV 2022 Scalable Deep Reinforcement Learning Algorithms for Mean Field Games ICML 2022 Search-based Reinforcement Learning through Bandit Linear Optimization IJCAI 2022 Search-Based Testing of Reinforcement Learning IJCAI 2022 Simplex Neural Population Learning: Any-Mixture Bayes-Optimality in Symmetric Zero-sum Games ICML 2022 The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games NeurIPS 2022 UCSM-DNN: User and Card Style Modeling with Deep Neural Networks for Personalized Game AI AAAI 2022