Game AI

RL-GPT: Integrating Reinforcement Learning and Code-as-policy NeurIPS 2024 Safe and Robust Subgame Exploitation in Imperfect Information Games ICML 2024 Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach ICML 2024 Sharing the Cost of Success: A Game for Evaluating and Learning Collaborative Multi-Agent Instruction Giving and Following Policies COLING 2024 Solving Hierarchical Information-Sharing Dec-POMDPs: An Extensive-Form Game Approach ICML 2024 Speculative Monte-Carlo Tree Search NeurIPS 2024 STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language Models ACL 2024 State-Constrained Zero-Sum Differential Games with One-Sided Information ICML 2024 Stop Regressing: Training Value Functions via Classification for Scalable Deep RL ICML 2024 Tackling Stackelberg Network Interdiction against a Boundedly Rational Adversary IJCAI 2024 The CoachAI Badminton Environment: A Novel Reinforcement Learning Environment with Realistic Opponents (Student Abstract) AAAI 2024 The CoachAI Badminton Environment: Bridging the Gap between a Reinforcement Learning Environment and Real-World Badminton Games AAAI 2024 Transcendence: Generative Models Can Outperform The Experts That Train Them NeurIPS 2024 UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models EMNLP 2024 Using Unity to Help Solve Reinforcement Learning NeurIPS 2024 Value-Evolutionary-Based Reinforcement Learning ICML 2024 Zero-Sum Positional Differential Games as a Framework for Robust Reinforcement Learning: Deep Q-Learning Approach ICML 2024 Abstracting Imperfect Information Away from Two-Player Zero-Sum Games ICML 2023 Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games ACL 2023 Adversarial Diversity in Hanabi ICLR 2023 A Finite-Sample Analysis of Payoff-Based Independent Learning in Zero-Sum Stochastic Games NeurIPS 2023 AlphaSnake: Policy Iteration on a Nondeterministic NP-Hard Markov Decision Process (Student Abstract) AAAI 2023 A Minimal Approach for Natural Language Action Space in Text-based Games CoNLL 2023 A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract) AAAI 2023 Atari-5: Distilling the Arcade Learning Environment down to Five Games ICML 2023