Reinforcement Learning

VIMO: Simultaneous Visual Inertial Model-Based Odometry and Force Estimation RSS 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 A Bayesian Approach to Generative Adversarial Imitation Learning NeurIPS 2018 A Block Coordinate Ascent Algorithm for Mean-Variance Optimization NeurIPS 2018 A Case Study on the Importance of Belief State Representation for Dialogue Policy Management Interspeech 2018 Accelerating Natural Gradient with Higher-Order Invariance ICML 2018 Action-Constrained Markov Decision Processes With Kullback-Leibler Cost COLT 2018 Action-dependent Control Variates for Policy Optimization via Stein Identity ICLR 2018 Actor-Critic Fictitious Play in Simultaneous Move Multistage Games AISTATS 2018 Actor-Critic Policy Optimization in Partially Observable Multiagent Environments NeurIPS 2018 Adaptable replanning with compressed linear action models for learning from demonstrations CoRL 2018 Adaptive Multi-pass Decoder for Neural Machine Translation EMNLP 2018 Addressing Function Approximation Error in Actor-Critic Methods ICML 2018 A Deep Bayesian Policy Reuse Approach Against Non-Stationary Agents NeurIPS 2018 A Deep Reinforcement Learning Based Multimodal Coaching Model (DCM) for Slot Filling in Spoken Language Understanding(SLU) Interspeech 2018