Deep RL

Maximum Entropy Gain Exploration for Long Horizon Multi-goal Reinforcement Learning ICML 2020 Maxmin Q-learning: Controlling the Estimation Bias of Q-learning ICLR 2020 MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning NeurIPS 2020 Measuring the Reliability of Reinforcement Learning Algorithms ICLR 2020 Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards AAAI 2020 MELD: Meta-Reinforcement Learning from Images via Latent State Models CoRL 2020 Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards NeurIPS 2020 MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control AAAI 2020 Meta-Q-Learning ICLR 2020 Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations AAAI 2020 Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies ICLR 2020 Mitigating Bias in Face Recognition Using Skewness-Aware Reinforcement Learning CVPR 2020 Model and Reinforcement Learning for Markov Games with Risk Preferences AAAI 2020 Model-Augmented Actor-Critic: Backpropagating through Paths ICLR 2020 Model-Based Inverse Reinforcement Learning from Visual Demonstrations CoRL 2020 Model-based Policy Optimization with Unsupervised Model Adaptation NeurIPS 2020 Model-based reinforcement learning for biological sequence design ICLR 2020 Model-based Reinforcement Learning for Decentralized Multiagent Rendezvous CoRL 2020 Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs NeurIPS 2020 Model-Based Reinforcement Learning with Value-Targeted Regression L4DC 2020 Model-Free Real-Time Autonomous Energy Management for a Residential Multi-Carrier Energy System: A Deep Reinforcement Learning Approach IJCAI 2020 Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes ICML 2020 Modeling Protagonist Emotions for Emotion-Aware Storytelling EMNLP 2020 Modelling Sentence Pairs via Reinforcement Learning: An Actor-Critic Approach to Learn the Irrelevant Words AAAI 2020 Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization L4DC 2020