Reinforcement Learning

Fake It Till You Make It: Learning-Compatible Performance Support UAI 2019 Finite-Sample Analysis for SARSA with Linear Function Approximation NeurIPS 2019 Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator NeurIPS 2019 Finite-Time Error Bounds For Linear Stochastic Approximation andTD Learning COLT 2019 Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning NeurIPS 2019 Frontier Search and Plan Reconstruction in Oversubscription Planning AAAI 2019 Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing AAAI 2019 Fully Parameterized Quantile Function for Distributional Reinforcement Learning NeurIPS 2019 Game Design for Eliciting Distinguishable Behavior NeurIPS 2019 Generating Formality-Tuned Summaries Using Input-Dependent Rewards CoNLL 2019 Generating Multiple Diverse Responses for Short-Text Conversation AAAI 2019 Generative Adversarial User Model for Reinforcement Learning Based Recommendation System ICML 2019 Goal-conditioned Imitation Learning NeurIPS 2019 Goal-Oriented Dialogue Policy Learning from Failures AAAI 2019 HAQ: Hardware-Aware Automated Quantization With Mixed Precision CVPR 2019 Harnessing Reinforcement Learning for Neural Motion Planning RSS 2019 Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation AAAI 2019 Hierarchical Reinforcement Learning for Course Recommendation in MOOCs AAAI 2019 Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards NeurIPS 2019 Hierarchical Text Classification with Reinforced Label Assignment EMNLP 2019 Hindsight Credit Assignment NeurIPS 2019 Historical Text Normalization with Delayed Rewards ACL 2019 Human-in-the-Loop Feature Selection AAAI 2019 Imagined Value Gradients: Model-Based Policy Optimization with Tranferable Latent Dynamics Models CoRL 2019 Importance Resampling for Off-policy Prediction NeurIPS 2019