Reinforcement Learning

Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation IJCAI 2018 Deep Reinforcement Learning of Marked Temporal Point Processes NeurIPS 2018 Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference ACL 2018 Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning EMNLP 2018 Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning CVPR 2018 Diversity-Driven Exploration Strategy for Deep Reinforcement Learning NeurIPS 2018 Dynamic Zoom-In Network for Fast Object Detection in Large Images CVPR 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 Environment Upgrade Reinforcement Learning for Non-Differentiable Multi-Stage Pipelines CVPR 2018 Extracting Action Sequences from Texts Based on Deep Reinforcement Learning IJCAI 2018 Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting ACL 2018 FFNet: Video Fast-Forwarding via Reinforcement Learning CVPR 2018 From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction ACL 2018 Fully Neural Network Based Speech Recognition on Mobile and Embedded Devices NeurIPS 2018 Genetic-Gated Networks for Deep Reinforcement Learning NeurIPS 2018 GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms ICML 2018 Gibson Env: Real-World Perception for Embodied Agents CVPR 2018 GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR 2018 Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation NeurIPS 2018 Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation EMNLP 2018 Hierarchical Imitation and Reinforcement Learning ICML 2018 High-Fidelity Simulated Players for Interactive Narrative Planning IJCAI 2018