Reinforcement Learning

A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation COLT 2018 AirDialogue: An Environment for Goal-Oriented Dialogue Research EMNLP 2018 Algorithms or Actions? A Study in Large-Scale Reinforcement Learning IJCAI 2018 Alternating-Stereo VINS: Observability Analysis and Performance Evaluation CVPR 2018 A Lyapunov-based Approach to Safe Reinforcement Learning NeurIPS 2018 Analytical Derivatives of Rigid Body Dynamics Algorithms RSS 2018 An Analysis of Categorical Distributional Reinforcement Learning AISTATS 2018 An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning ICML 2018 A New Concept of Deep Reinforcement Learning based Augmented General Tagging System COLING 2018 An Inference-Based Policy Gradient Method for Learning Options ICML 2018 An Off-policy Policy Gradient Theorem Using Emphatic Weightings NeurIPS 2018 Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning EMNLP 2018 APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning EMNLP 2018 A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems EMNLP 2018 A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators COLING 2018 Are You Talking to Me? Reasoned Visual Dialog Generation Through Adversarial Learning CVPR 2018 A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation EMNLP 2018 A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem NeurIPS 2018 A Study of Reinforcement Learning for Neural Machine Translation EMNLP 2018 Asymmetric Actor Critic for Image-Based Robot Learning RSS 2018 A Teacher-Student Framework for Maintainable Dialog Manager EMNLP 2018 A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning IJCAI 2018 Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning EMNLP 2018 Automatic Goal Generation for Reinforcement Learning Agents ICML 2018 Automatic Poetry Generation with Mutual Reinforcement Learning EMNLP 2018