Deep RL

Using Semantic Similarity as Reward for Reinforcement Learning in Sentence Generation ACL 2019 Value Function Transfer for Deep Multi-Agent Reinforcement Learning Based on N-Step Returns IJCAI 2019 Value Propagation Networks ICLR 2019 Variance Reduced Policy Evaluation with Smooth Function Approximation NeurIPS 2019 Variance Reduction for Reinforcement Learning in Input-Driven Environments ICLR 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 Optimization Based Reinforcement Learning for Infinite Dimensional Stochastic Systems 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 VIREL: A Variational Inference Framework for Reinforcement Learning NeurIPS 2019 Virtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning AAAI 2019 Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic Physiological Rewards ICLR 2019 Visual Semantic Navigation using Scene Priors ICLR 2019 What Should I Ask? Using Conversationally Informative Rewards for Goal-oriented Visual Dialog. ACL 2019 When to Trust Your Model: Model-Based Policy Optimization NeurIPS 2019 When to use parametric models in reinforcement learning? NeurIPS 2019 Worst-Case Regret Bounds for Exploration via Randomized Value Functions NeurIPS 2019 Worst Cases Policy Gradients CoRL 2019 Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search ICLR 2019 A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping CVPR 2018 Accelerating Natural Gradient with Higher-Order Invariance ICML 2018 Actor-Critic Fictitious Play in Simultaneous Move Multistage Games AISTATS 2018 Actor-Critic Policy Optimization in Partially Observable Multiagent Environments NeurIPS 2018