Game AI

Learning Zero-Sum Simultaneous-Move Markov Games Using Function Approximation and Correlated Equilibrium COLT 2020 LeDeepChef Deep Reinforcement Learning Agent for Families of Text-Based Games AAAI 2020 Leveraging Procedural Generation to Benchmark Reinforcement Learning ICML 2020 MAPS: Multi-Agent reinforcement learning-based Portfolio management System. IJCAI 2020 Mastering Complex Control in MOBA Games with Deep Reinforcement Learning AAAI 2020 Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards AAAI 2020 Model Based Reinforcement Learning for Atari ICLR 2020 Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning JMLR 2020 Monte-Carlo Tree Search as Regularized Policy Optimization ICML 2020 Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition ACL 2020 Near-Optimal Reinforcement Learning with Self-Play NeurIPS 2020 No-Regret Learning Dynamics for Extensive-Form Correlated Equilibrium NeurIPS 2020 Off-Policy Actor-Critic with Shared Experience Replay ICML 2020 On Bonus Based Exploration Methods In The Arcade Learning Environment ICLR 2020 OPtions as REsponses: Grounding behavioural hierarchies in multi-agent reinforcement learning ICML 2020 Partner Selection for the Emergence of Cooperation in Multi-Agent Systems Using Reinforcement Learning AAAI 2020 Path Planning Problems with Side Observations—When Colonels Play Hide-and-Seek AAAI 2020 Pipeline PSRO: A Scalable Approach for Finding Approximate Nash Equilibria in Large Games NeurIPS 2020 Playing Atari with Six Neurons (Extended Abstract) IJCAI 2020 Practical Nonisotropic Monte Carlo Sampling in High Dimensions via Determinantal Point Processes AISTATS 2020 Production-based Cognitive Models as a Test Suite for Reinforcement Learning Algorithms EMNLP 2020 Real World Games Look Like Spinning Tops NeurIPS 2020 Reinforcement Learning for Molecular Design Guided by Quantum Mechanics ICML 2020 Relation-Aware Transformer for Portfolio Policy Learning IJCAI 2020 RLCard: A Platform for Reinforcement Learning in Card Games IJCAI 2020