Reinforcement Learning

Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation NeurIPS 2018 Improving Abstraction in Text Summarization EMNLP 2018 Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling EMNLP 2018 Improving Reinforcement Learning Based Image Captioning with Natural Language Prior EMNLP 2018 Iterative Value-Aware Model Learning NeurIPS 2018 Keeping in Touch with Collaborative UAVs: A Deep Reinforcement Learning Approach IJCAI 2018 Knowledge-Guided Agent-Tactic-Aware Learning for StarCraft Micromanagement IJCAI 2018 Learning a Policy for Opportunistic Active Learning EMNLP 2018 Learning Deep Sketch Abstraction CVPR 2018 Learning End-to-End Goal-Oriented Dialog with Multiple Answers EMNLP 2018 Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences ACL 2018 Learning Intelligent Dialogs for Bounding Box Annotation CVPR 2018 Learning Unmanned Aerial Vehicle Control for Autonomous Target Following IJCAI 2018 Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis ICLR 2018 LiDAR-Video Driving Dataset: Learning Driving Policies Effectively CVPR 2018 Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain EMNLP 2018 Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based summarisation EMNLP 2018 Mix & Match Agent Curricula for Reinforcement Learning ICML 2018 Modeling Others using Oneself in Multi-Agent Reinforcement Learning ICML 2018 No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling ACL 2018 Object-oriented Neural Programming (OONP) for Document Understanding ACL 2018 Online Robust Policy Learning in the Presence of Unknown Adversaries NeurIPS 2018 Paraphrase Generation with Deep Reinforcement Learning EMNLP 2018 Policy Optimization with Second-Order Advantage Information IJCAI 2018 Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization NeurIPS 2018