Game AI

SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning IJCAI 2023 Team-PSRO for Learning Approximate TMECor in Large Team Games via Cooperative Reinforcement Learning NeurIPS 2023 Thinker: Learning to Plan and Act NeurIPS 2023 Towards Human-Like RL: Taming Non-Naturalistic Behavior in Deep RL via Adaptive Behavioral Costs in 3D Games ACML 2023 Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization NeurIPS 2023 Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning COLING 2022 AIIR-MIX: Multi-Agent Reinforcement Learning Meets Attention Individual Intrinsic Reward Mixing Network ACML 2022 AlphaHoldem: High-Performance Artificial Intelligence for Heads-Up No-Limit Poker via End-to-End Reinforcement Learning AAAI 2022 A Non-asymptotic Approach to Best-Arm Identification for Gaussian Bandits AISTATS 2022 Approximate Exploitability: Learning a Best Response IJCAI 2022 Benchmarking the Spectrum of Agent Capabilities ICLR 2022 CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning NAACL 2022 Chess as a Testbed for Language Model State Tracking AAAI 2022 Controllable Text Simplification with Deep Reinforcement Learning AACL 2022 Creating Interactive Crowds with Reinforcement Learning AAAI 2022 Data Augmentation for Learning to Play in Text-Based Games IJCAI 2022 Deep Surrogate Assisted Generation of Environments NeurIPS 2022 DiffG-RL: Leveraging Difference between Environment State and Common Sense EMNLP 2022 Direct Behavior Specification via Constrained Reinforcement Learning ICML 2022 Dungeons and Data: A Large-Scale NetHack Dataset NeurIPS 2022 Efficient Learning for AlphaZero via Path Consistency ICML 2022 ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward NeurIPS 2022 Equivariant Networks for Zero-Shot Coordination NeurIPS 2022 Evaluation beyond Task Performance: Analyzing Concepts in AlphaZero in Hex NeurIPS 2022 Evolving Curricula with Regret-Based Environment Design ICML 2022