Game AI

Uncertainty-Aware Reinforcement Learning for Risk-Sensitive Player Evaluation in Sports Game NeurIPS 2022 VeNAS: Versatile Negotiating Agent Strategy via Deep Reinforcement Learning (Student Abstract) AAAI 2022 What Can We Learn Even from the Weakest? Learning Sketches for Programmatic Strategies AAAI 2022 When are Offline Two-Player Zero-Sum Markov Games Solvable? NeurIPS 2022 Adapting to Reward Progressivity via Spectral Reinforcement Learning ICLR 2021 A Data-Driven Approach for Gin Rummy Hand Evaluation AAAI 2021 Addressing Action Oscillations through Learning Policy Inertia AAAI 2021 A Deterministic Neural Network Approach to Playing Gin Rummy AAAI 2021 Adversarial Policy Learning in Two-player Competitive Games ICML 2021 A Highly-Parameterized Ensemble to Play Gin Rummy AAAI 2021 Applied Machine Learning for Games: A Graduate School Course AAAI 2021 Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning AISTATS 2021 A Proposal: Interactively Learning to Summarise Timelines by Reinforcement Learning ACL 2021 Augmenting Policy Learning with Routines Discovered from a Single Demonstration AAAI 2021 Boosting Offline Reinforcement Learning with Residual Generative Modeling IJCAI 2021 ChainerRL: A Deep Reinforcement Learning Library JMLR 2021 Combining Tree Search and Action Prediction for State-of-the-Art Performance in DouDiZhu IJCAI 2021 Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management AAAI 2021 Competitive policy optimization UAI 2021 ContriQ: Ally-Focused Cooperation and Enemy-Concentrated Confrontation in Multi-Agent Reinforcement Learning ACML 2021 Convex Regularization in Monte-Carlo Tree Search ICML 2021 DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems AAAI 2021 Deep Reinforcement Learning for Navigation in AAA Video Games IJCAI 2021 Deep Synoptic Monte-Carlo Planning in Reconnaissance Blind Chess NeurIPS 2021 DeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions Embedding AAAI 2021