Game AI

Amortized Planning with Large-Scale Transformers: A Case Study on Chess NeurIPS 2024 AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games NeurIPS 2024 Auto MC-Reward: Automated Dense Reward Design with Large Language Models for Minecraft CVPR 2024 Backpropagation Through Agents AAAI 2024 Bootstrapped Policy Learning for Task-oriented Dialogue through Goal Shaping EMNLP 2024 Breaking the Barrier: Enhanced Utility and Robustness in Smoothed DRL Agents ICML 2024 Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds JMLR 2024 CALE: Continuous Arcade Learning Environment NeurIPS 2024 C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory NeurIPS 2024 CompetEvo: Towards Morphological Evolution from Competition IJCAI 2024 Configurable Mirror Descent: Towards a Unification of Decision Making ICML 2024 Coordination of Emergent Demand Changes via Value-Based Negotiation for Supply Chain Management (Student Abstract) AAAI 2024 Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games ACL 2024 Differentially Private Reinforcement Learning with Self-Play NeurIPS 2024 Diffusion for World Modeling: Visual Details Matter in Atari NeurIPS 2024 Diversity Is Not All You Need: Training A Robust Cooperative Agent Needs Specialist Partners NeurIPS 2024 Dreaming to Assist: Learning to Align with Human Objectives for Shared Control in High-Speed Racing CoRL 2024 EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading AAAI 2024 Enhanced DouDiZhu Card Game Strategy Using Oracle Guiding and Adaptive Deep Monte Carlo Method IJCAI 2024 Enhancing Chess Reinforcement Learning with Graph Representation NeurIPS 2024 Enhancing Cooperation through Selective Interaction and Long-term Experiences in Multi-Agent Reinforcement Learning IJCAI 2024 Enhancing Human Experience in Human-Agent Collaboration: A Human-Centered Modeling Approach Based on Positive Human Gain ICLR 2024 Enhancing Policy Gradient Algorithms with Search in Imperfect Information Games IJCAI 2024 EnMatch: Matchmaking for Better Player Engagement via Neural Combinatorial Optimization AAAI 2024 Ethics in Action: Training Reinforcement Learning Agents for Moral Decision-making In Text-based Adventure Games AISTATS 2024