Reinforcement Learning

Message-Dropout: An Efficient Training Method for Multi-Agent Deep Reinforcement Learning AAAI 2019 Modeling Coherence for Discourse Neural Machine Translation AAAI 2019 Model Learning for Look-Ahead Exploration in Continuous Control AAAI 2019 Mo' States Mo' Problems: Emergency Stop Mechanisms from Observation NeurIPS 2019 Multiagent Decision Making For Maritime Traffic Management AAAI 2019 Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies ACL 2019 Network Offloading Policies for Cloud Robotics: A Learning-Based Approach RSS 2019 Neural Machine Translation with Adequacy-Oriented Learning AAAI 2019 Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration CVPR 2019 Neural Temporal-Difference Learning Converges to Global Optima NeurIPS 2019 Neural Topic Model with Reinforcement Learning EMNLP 2019 Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift AAAI 2019 On Reinforcement Learning for Full-Length Game of StarCraft AAAI 2019 Pay Attention! - Robustifying a Deep Visuomotor Policy Through Task-Focused Visual Attention CVPR 2019 PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning CoRL 2019 Querying NoSQL with Deep Learning to Answer Natural Language Questions AAAI 2019 QUOTA: The Quantile Option Architecture for Reinforcement Learning AAAI 2019 Randomized Value Functions via Multiplicative Normalizing Flows UAI 2019 Reading Like HER: Human Reading Inspired Extractive Summarization EMNLP 2019 Regret Bounds for Thompson Sampling in Episodic Restless Bandit Problems NeurIPS 2019 Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning NeurIPS 2019 Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation CVPR 2019 Reinforced Dynamic Reasoning for Conversational Question Generation ACL 2019 Reinforcement Learning for Improved Low Resource Dialogue Generation AAAI 2019 Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation ACL 2019