Game AI

Open-Theatre: An Open-Source Toolkit for LLM-based Interactive Drama EMNLP 2025 Policy-Regret Minimization in Markov Games with Function Approximation ICML 2025 Position: Lifetime tuning is incompatible with continual reinforcement learning ICML 2025 Prediction-Aware Learning in Multi-Agent Systems ICML 2025 Preference-CFR: Beyond Nash Equilibrium for Better Game Strategies ICML 2025 Principal-Agent Bandit Games with Self-Interested and Exploratory Learning Agents ICML 2025 Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF JMLR 2025 QuantAgents: Towards Multi-agent Financial System via Simulated Trading EMNLP 2025 Quantifying the Self-Interest Level of Markov Social Dilemmas IJCAI 2025 Revisiting Cooperative Off-Policy Multi-Agent Reinforcement Learning ICML 2025 Securing Equal Share: A Principled Approach for Learning Multiplayer Symmetric Games ICML 2025 Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales ICML 2025 Target Return Optimizer for Multi-Game Decision Transformer ACML 2025 The Harder Path: Last Iterate Convergence for Uncoupled Learning in Zero-Sum Games with Bandit Feedback ICML 2025 The impact of uncertainty on regularized learning in games ICML 2025 The Indoor-Training Effect: Unexpected Gains from Distribution Shifts in the Transition Function AAAI 2025 Towards Building Human-like Smart Agents in Modern 3D Video Games (Student Abstract) AAAI 2025 Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning ICML 2025 Towards Runtime Analysis of Population-Based Co-evolutionary Algorithms on Sparse Binary Zero-Sum Game AAAI 2025 0x.Yuan at SemEval-2024 Task 2: Agents Debating can reach consensus and produce better outcomes in Medical NLI task SemEval 2024 Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning AAAI 2024 Advancing DRL Agents in Commercial Fighting Games: Training, Integration, and Agent-Human Alignment ICML 2024 Adversarial Environment Design via Regret-Guided Diffusion Models NeurIPS 2024 Adversarially Robust Decision Transformer NeurIPS 2024 A Meta-Game Evaluation Framework for Deep Multiagent Reinforcement Learning IJCAI 2024