Reinforcement Learning

Using a Deep Learning Dialogue Research Toolkit in a Multilingual Multidomain Practical Application IJCAI 2018 Virtual-to-Real: Learning to Control in Visual Semantic Segmentation IJCAI 2018 A Joint Speaker-Listener-Reinforcer Model for Referring Expressions CVPR 2017 A multi-agent reinforcement learning model of common-pool resource appropriation NeurIPS 2017 Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars EMNLP 2017 Bridging the Gap Between Value and Policy Based Reinforcement Learning NeurIPS 2017 CAD2RL: Real Single-Image Flight Without a Single Real Image RSS 2017 Coarse-to-Fine Question Answering for Long Documents ACL 2017 Cold-Start Reinforcement Learning with Softmax Policy Gradient NeurIPS 2017 Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning EMNLP 2017 Count-Based Exploration with Neural Density Models ICML 2017 Decoding with Value Networks for Neural Machine Translation NeurIPS 2017 Deep 360 Pilot: Learning a Deep Agent for Piloting Through 360deg Sports Videos CVPR 2017 Deep Reinforcement Learning-Based Image Captioning With Embedding Reward CVPR 2017 Deep Reinforcement Learning from Human Preferences NeurIPS 2017 Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols NeurIPS 2017 #Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning NeurIPS 2017 From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood ACL 2017 Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning ACL 2017 Imagination-Augmented Agents for Deep Reinforcement Learning NeurIPS 2017 i-Vector DNN Scoring and Calibration for Noise Robust Speaker Verification Interspeech 2017 Latent Intention Dialogue Models ICML 2017 Learning Combinatorial Optimization Algorithms over Graphs NeurIPS 2017 Learning End-to-end Multimodal Sensor Policies for Autonomous Navigation CoRL 2017 Libratus: The Superhuman AI for No-Limit Poker IJCAI 2017