Reinforcement Learning

Variable beam search for generative neural parsing and its relevance for the analysis of neuro-imaging signal EMNLP 2019 Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games Using Baselines AAAI 2019 Variational Optimization Based Reinforcement Learning for Infinite Dimensional Stochastic Systems CoRL 2019 What and Where the Themes Dominate in Image AAAI 2019 Which Way Are You Going? Imitative Decision Learning for Path Forecasting in Dynamic Scenes CVPR 2019 A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping CVPR 2018 Active Matting NeurIPS 2018 Adaptive Multi-pass Decoder for Neural Machine Translation EMNLP 2018 AirDialogue: An Environment for Goal-Oriented Dialogue Research EMNLP 2018 Algorithms or Actions? A Study in Large-Scale Reinforcement Learning IJCAI 2018 Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning EMNLP 2018 A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems EMNLP 2018 Are You Talking to Me? Reasoned Visual Dialog Generation Through Adversarial Learning CVPR 2018 Automatic Poetry Generation with Mutual Reinforcement Learning EMNLP 2018 Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari IJCAI 2018 CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization EMNLP 2018 Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games? ICML 2018 Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning CVPR 2018 CSGNet: Neural Shape Parser for Constructive Solid Geometry CVPR 2018 Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management EMNLP 2018 Deep Communicating Agents for Abstractive Summarization NAACL 2018 Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning ACL 2018 DeepExposure: Learning to Expose Photos with Asynchronously Reinforced Adversarial Learning NeurIPS 2018 Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition CVPR 2018 Deep Reinforcement Learning for NLP ACL 2018