Reinforcement Learning

A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification ACL 2019 A Deep Reinforcement Learning Based Multi-Step Coarse to Fine Question Answering (MSCQA) System AAAI 2019 A Divergence Minimization Perspective on Imitation Learning Methods CoRL 2019 A Hierarchical Framework for Relation Extraction with Reinforcement Learning AAAI 2019 A Model-Free Affective Reinforcement Learning Approach to Personalization of an Autonomous Social Robot Companion for Early Literacy Education AAAI 2019 An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation EMNLP 2019 An Entity-Driven Framework for Abstractive Summarization EMNLP 2019 An Investigation of Model-Free Planning ICML 2019 Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network ACL 2019 Attention-Aware Sampling via Deep Reinforcement Learning for Action Recognition AAAI 2019 Automatic Face Aging in Videos via Deep Reinforcement Learning CVPR 2019 Bootstrap Estimated Uncertainty of the Environment Model for Model-Based Reinforcement Learning AAAI 2019 Budgeted Policy Learning for Task-Oriented Dialogue Systems ACL 2019 Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies? IJCAI 2019 Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning EMNLP 2019 Collaborative Policy Learning for Open Knowledge Graph Reasoning EMNLP 2019 Context-Reinforced Semantic Segmentation CVPR 2019 Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses EMNLP 2019 CRAVES: Controlling Robotic Arm With a Vision-Based Economic System CVPR 2019 Data-Anonymous Encoding for Text-to-SQL Generation EMNLP 2019 Deep Reinforcement Learning for Green Security Games with Real-Time Information AAAI 2019 Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion From a Single Depth Image CVPR 2019 Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization EMNLP 2019 Deep Value Model Predictive Control CoRL 2019 Deictic Image Mapping: An Abstraction for Learning Pose Invariant Manipulation Policies AAAI 2019