Game AI

Robust Multi-Agent Reinforcement Learning with Model Uncertainty NeurIPS 2020 ROMA: Multi-Agent Reinforcement Learning with Emergent Roles ICML 2020 Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with Asynchronous Reinforcement Learning ICML 2020 Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks AAAI 2020 SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference ICLR 2020 Shapley Q-Value: A Local Reward Approach to Solve Global Reward Games AAAI 2020 Simplified Action Decoder for Deep Multi-Agent Reinforcement Learning ICLR 2020 Static and Dynamic Values of Computation in MCTS UAI 2020 Straight to the Point: Fast-Forwarding Videos via Reinforcement Learning Using Textual Data CVPR 2020 Supervised Seeded Iterated Learning for Interactive Language Learning EMNLP 2020 The NetHack Learning Environment NeurIPS 2020 Theory of Mind with Guilt Aversion Facilitates Cooperative Reinforcement Learning ACML 2020 Towards Playing Full MOBA Games with Deep Reinforcement Learning NeurIPS 2020 Watch the Unobserved: A Simple Approach to Parallelizing Monte Carlo Tree Search ICLR 2020 Weak Supervision for Fake News Detection via Reinforcement Learning AAAI 2020 Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning NeurIPS 2020 A Monte Carlo Tree Search Player for Birds of a Feather Solitaire AAAI 2019 An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents IJCAI 2019 An Evolution Strategy with Progressive Episode Lengths for Playing Games IJCAI 2019 A Regularized Opponent Model with Maximum Entropy Objective IJCAI 2019 A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning NeurIPS 2019 Attention Guided Imitation Learning and Reinforcement Learning AAAI 2019 Building Task-Oriented Visual Dialog Systems Through Alternative Optimization Between Dialog Policy and Language Generation EMNLP 2019 Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies? IJCAI 2019 Combo-Action: Training Agent For FPS Game with Auxiliary Tasks AAAI 2019