Reinforcement Learning

Using a Logarithmic Mapping to Enable Lower Discount Factors in Reinforcement Learning NeurIPS 2019 Value Function in Frequency Domain and the Characteristic Value Iteration Algorithm NeurIPS 2019 Value Iteration Networks on Multiple Levels of Abstraction RSS 2019 Variance Reduced Policy Evaluation with Smooth Function Approximation NeurIPS 2019 Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games Using Baselines AAAI 2019 Variational Inference MPC for Bayesian Model-based Reinforcement Learning CoRL 2019 Variational Regret Bounds for Reinforcement Learning UAI 2019 Verifiable and Interpretable Reinforcement Learning through Program Synthesis AAAI 2019 VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition AAAI 2019 Virtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning AAAI 2019 Weight Agnostic Neural Networks NeurIPS 2019 When to use parametric models in reinforcement learning? NeurIPS 2019 A Deep Bayesian Policy Reuse Approach Against Non-Stationary Agents NeurIPS 2018 A Deep Reinforced Model for Abstractive Summarization ICLR 2018 Algorithms or Actions? A Study in Large-Scale Reinforcement Learning IJCAI 2018 A Lyapunov-based Approach to Safe Reinforcement Learning NeurIPS 2018 An Analysis of Categorical Distributional Reinforcement Learning AISTATS 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 Are You Talking to Me? Reasoned Visual Dialog Generation Through Adversarial Learning CVPR 2018 A Study of Reinforcement Learning for Neural Machine Translation EMNLP 2018 Asymmetric Actor Critic for Image-Based Robot Learning RSS 2018 A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning IJCAI 2018