Reinforcement Learning

Deliberate Attention Networks for Image Captioning AAAI 2019 Distilling Policy Distillation AISTATS 2019 Distributional Policy Optimization: An Alternative Approach for Continuous Control NeurIPS 2019 Distributional Reward Decomposition for Reinforcement Learning NeurIPS 2019 Divergence-Augmented Policy Optimization NeurIPS 2019 Diverse Exploration via Conjugate Policies for Policy Gradient Methods AAAI 2019 Diversity-Driven Extensible Hierarchical Reinforcement Learning AAAI 2019 DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning EMNLP 2019 DOM-Q-NET: Grounded RL on Structured Language ICLR 2019 Dynamic Experience Replay CoRL 2019 Dynamic Vehicle Traffic Control Using Deep Reinforcement Learning in Automated Material Handling System AAAI 2019 End-To-End Robotic Reinforcement Learning without Reward Engineering RSS 2019 Enhanced Bayesian Compression via Deep Reinforcement Learning CVPR 2019 Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data ACL 2019 Experience-Embedded Visual Foresight CoRL 2019 Exploring Diverse Expressions for Paraphrase Generation EMNLP 2019 Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing AAAI 2019 Fully Parameterized Quantile Function for Distributional Reinforcement Learning NeurIPS 2019 Generalization of Reinforcement Learners with Working and Episodic Memory NeurIPS 2019 Goal-Oriented Dialogue Policy Learning from Failures AAAI 2019 Harnessing Reinforcement Learning for Neural Motion Planning RSS 2019 Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation AAAI 2019 Hierarchical Reinforcement Learning for Course Recommendation in MOOCs AAAI 2019 HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators CoRL 2019 Human-Like Delicate Region Erasing Strategy for Weakly Supervised Detection AAAI 2019