Reinforcement Learning

Hybrid Reinforcement Learning with Expert State Sequences AAAI 2019 Improving Generative Visual Dialog by Answering Diverse Questions EMNLP 2019 Improving Image Captioning with Conditional Generative Adversarial Nets AAAI 2019 Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning EMNLP 2019 Incremental Learning from Scratch for Task-Oriented Dialogue Systems ACL 2019 Interactive Language Learning by Question Answering EMNLP 2019 Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards NeurIPS 2019 Language as an Abstraction for Hierarchical Deep Reinforcement Learning NeurIPS 2019 Language-Driven Temporal Activity Localization: A Semantic Matching Reinforcement Learning Model CVPR 2019 Learning Compositional Neural Programs with Recursive Tree Search and Planning NeurIPS 2019 Learning dynamic polynomial proofs NeurIPS 2019 Learning Generalizable Device Placement Algorithms for Distributed Machine Learning NeurIPS 2019 Learning Interpretable Relational Structures of Hinge-loss Markov Random Fields IJCAI 2019 Learning Options with Interest Functions AAAI 2019 Learning Personalized Modular Network Guided by Structured Knowledge CVPR 2019 Learning Representations in Model-Free Hierarchical Reinforcement Learning AAAI 2019 Learning Resource Allocation and Pricing for Cloud Profit Maximization AAAI 2019 Learning to Communicate and Solve Visual Blocks-World Tasks AAAI 2019 Learning to Compose Dynamic Tree Structures for Visual Contexts CVPR 2019 Learning to Navigate Using Mid-Level Visual Priors CoRL 2019 Learning to Walk Via Deep Reinforcement Learning RSS 2019 LIIR: Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning NeurIPS 2019 Long Short-Term Memory with Dynamic Skip Connections AAAI 2019 Machine Learning Based Heuristic Search Algorithms to Solve Birds of a Feather Card Game AAAI 2019 Mapping State Space using Landmarks for Universal Goal Reaching NeurIPS 2019