Reinforcement Learning

Prediction Improves Simultaneous Neural Machine Translation EMNLP 2018 QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning ICML 2018 Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid IJCAI 2018 REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis NeurIPS 2018 Reinforced Extractive Summarization with Question-Focused Rewards ACL 2018 Reinforced Mnemonic Reader for Machine Reading Comprehension IJCAI 2018 Reinforcement Cutting-Agent Learning for Video Object Segmentation CVPR 2018 Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation IJCAI 2018 Reward Estimation for Variance Reduction in Deep Reinforcement Learning CoRL 2018 Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning ACL 2018 Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation CoRL 2018 SeedNet: Automatic Seed Generation With Deep Reinforcement Learning for Robust Interactive Segmentation CVPR 2018 Self-Adaptive Double Bootstrapped DDPG IJCAI 2018 Sim2Real Viewpoint Invariant Visual Servoing by Recurrent Control CVPR 2018 Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor ICML 2018 Spotlight: Optimizing Device Placement for Training Deep Neural Networks ICML 2018 StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization IJCAI 2018 Structured Control Nets for Deep Reinforcement Learning ICML 2018 Synthesizing Programs for Images using Reinforced Adversarial Learning ICML 2018 Temporal Regularization for Markov Decision Process NeurIPS 2018 The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning ICLR 2018 Thread Popularity Prediction and Tracking with a Permutation-invariant Model EMNLP 2018 Total stochastic gradient algorithms and applications in reinforcement learning NeurIPS 2018 Transfer of Deep Reactive Policies for MDP Planning NeurIPS 2018 Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach ACL 2018