Deep RL

Self-Critical N-Step Training for Image Captioning CVPR 2019 Self-Supervised Mixture-of-Experts by Uncertainty Estimation AAAI 2019 Shaping Belief States with Generative Environment Models for RL NeurIPS 2019 ShrinkML: End-to-End ASR Model Compression Using Reinforcement Learning Interspeech 2019 Simultaneously Learning Vision and Feature-Based Control Policies for Real-World Ball-In-A-Cup RSS 2019 SlateQ: A Tractable Decomposition for Reinforcement Learning with Recommendation Sets IJCAI 2019 SME-Net: Sparse Motion Estimation for Parametric Video Prediction Through Reinforcement Learning ICCV 2019 Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning IJCAI 2019 Soft Q-Learning with Mutual-Information Regularization ICLR 2019 SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning ICML 2019 Solving Continual Combinatorial Selection via Deep Reinforcement Learning IJCAI 2019 Speech Driven Backchannel Generation Using Deep Q-Network for Enhancing Engagement in Human-Robot Interaction Interspeech 2019 Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image Classification CVPR 2019 Statistics and Samples in Distributional Reinforcement Learning ICML 2019 Staying up to Date with Online Content Changes Using Reinforcement Learning for Scheduling NeurIPS 2019 Strategic Tasks for Explainable Reinforcement Learning AAAI 2019 Streamlined Dense Video Captioning CVPR 2019 Structured agents for physical construction ICML 2019 Successor Features Based Multi-Agent RL for Event-Based Decentralized MDPs AAAI 2019 Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning NeurIPS 2019 Supervised Policy Update for Deep Reinforcement Learning ICLR 2019 Surrogate Objectives for Batch Policy Optimization in One-step Decision Making NeurIPS 2019 Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning AAAI 2019 Tackling Sparse Rewards in Real-Time Games with Statistical Forward Planning Methods AAAI 2019 Taming MAML: Efficient unbiased meta-reinforcement learning ICML 2019