Deep RL

Deep Variational Reinforcement Learning for POMDPs ICML 2018 Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems NAACL 2018 Discovering and Removing Exogenous State Variables and Rewards for Reinforcement Learning ICML 2018 Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning EMNLP 2018 Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning COLING 2018 Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning CVPR 2018 Diversity-Driven Exploration Strategy for Deep Reinforcement Learning NeurIPS 2018 Divide-and-Conquer Reinforcement Learning ICLR 2018 Domain Randomization for Simulation-Based Policy Optimization with Transferability Assessment CoRL 2018 DORA The Explorer: Directed Outreaching Reinforcement Action-Selection ICLR 2018 Dual Policy Iteration NeurIPS 2018 Dynamic Zoom-In Network for Fast Object Detection in Large Images CVPR 2018 Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning ICML 2018 Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++ CVPR 2018 Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation ICML 2018 Egocentric Activity Recognition on a Budget CVPR 2018 Embodied Question Answering CVPR 2018 Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input ICLR 2018 Energy-Based Hindsight Experience Prioritization CoRL 2018 Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report EMNLP 2018 Environment Upgrade Reinforcement Learning for Non-Differentiable Multi-Stage Pipelines CVPR 2018 Episodic Memory Deep Q-Networks IJCAI 2018 Evolution-Guided Policy Gradient in Reinforcement Learning NeurIPS 2018 Evolved Policy Gradients NeurIPS 2018 Experience Selection in Deep Reinforcement Learning for Control JMLR 2018