Game AI

Connecting Thompson Sampling and UCB: Towards More Efficient Trade-offs Between Privacy and Regret ICML 2025 Constrained Exploitability Descent: An Offline Reinforcement Learning Method for Finding Mixed-Strategy Nash Equilibrium ICML 2025 Cultivating Gaming Sense for Yourself: Making VLMs Gaming Experts ACL 2025 Decoding Rewards in Competitive Games: Inverse Game Theory with Entropy Regularization ICML 2025 Explicit Exploration for High-Welfare Equilibria in Game-Theoretic Multiagent Reinforcement Learning ICML 2025 Exploration-Driven Generative Interactive Environments CVPR 2025 Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean Field Games ICML 2025 Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning EMNLP 2025 GLAM: Global-Local Variation Awareness in Mamba-based World Model AAAI 2025 Implicitly Aligning Humans and Autonomous Agents through Shared Task Abstractions IJCAI 2025 Improved Regret Bounds for Online Fair Division with Bandit Learning AAAI 2025 Improving Transformer World Models for Data-Efficient RL ICML 2025 Instance-Dependent Regret Bounds for Learning Two-Player Zero-Sum Games with Bandit Feedback COLT 2025 LARM: Large Auto-Regressive Model for Long-Horizon Embodied Intelligence ICML 2025 Learning Imperfect Information Extensive-form Games with Last-iterate Convergence under Bandit Feedback ICML 2025 Learning to Incentivize in Repeated Principal-Agent Problems with Adversarial Agent Arrivals ICML 2025 Learning to Steer Learners in Games ICML 2025 Leveraging Large Language Models for Active Merchant Non-player Characters IJCAI 2025 LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models ICML 2025 Mitigating Plasticity Loss in Continual Reinforcement Learning by Reducing Churn ICML 2025 MSMAR-RL: Multi-Step Masked-Attention Recovery Reinforcement Learning for Safe Maneuver Decision in High-Speed Pursuit-Evasion Game IJCAI 2025 Multi Objective Quantile Based Reinforcement Learning for Modern Urban Planning IJCAI 2025 Offline Opponent Modeling with Truncated Q-driven Instant Policy Refinement ICML 2025 Online-to-Offline RL for Agent Alignment ICLR 2025 On the Convergence of Min-Max Langevin Dynamics and Algorithm COLT 2025