Reinforcement Learning

Maxmin Q-learning: Controlling the Estimation Bias of Q-learning ICLR 2020 Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards AAAI 2020 Memory-Efficient Learning of Stable Linear Dynamical Systems for Prediction and Control NeurIPS 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-Based Reinforcement Learning with Value-Targeted Regression L4DC 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 Momentum in Reinforcement Learning AISTATS 2020 Multi-Agent Actor-Critic with Hierarchical Graph Attention Network AAAI 2020 Multi-Agent Determinantal Q-Learning ICML 2020 Multi-Agent Game Abstraction via Graph Attention Neural Network AAAI 2020 Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning EMNLP 2020 MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics IJCAI 2020 Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning AAAI 2020 NeoNav: Improving the Generalization of Visual Navigation via Generating Next Expected Observations AAAI 2020 Nested-Wasserstein Self-Imitation Learning for Sequence Generation AISTATS 2020 Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation EMNLP 2020 Never Give Up: Learning Directed Exploration Strategies ICLR 2020 Objective Mismatch in Model-based Reinforcement Learning L4DC 2020 Observational Overfitting in Reinforcement Learning ICLR 2020 Off-Policy Actor-Critic with Shared Experience Replay ICML 2020 Off-Policy Evaluation in Partially Observable Environments AAAI 2020 Off-Policy Evaluation via the Regularized Lagrangian NeurIPS 2020