policy learning

Sim-Real Joint Reinforcement Transfer for 3D Indoor Navigation CVPR 2019 Surrogate Objectives for Batch Policy Optimization in One-step Decision Making NeurIPS 2019 Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning AAAI 2019 Theoretical Analysis of Efficiency and Robustness of Softmax and Gap-Increasing Operators in Reinforcement Learning AISTATS 2019 VIREL: A Variational Inference Framework for Reinforcement Learning NeurIPS 2019 Virtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning AAAI 2019 A Bayesian Approach to Generative Adversarial Imitation Learning NeurIPS 2018 A Case Study on the Importance of Belief State Representation for Dialogue Policy Management Interspeech 2018 Active Learning with Logged Data ICML 2018 Agile Autonomous Driving using End-to-End Deep Imitation Learning RSS 2018 Balanced Policy Evaluation and Learning NeurIPS 2018 Balancing Two-Player Stochastic Games with Soft Q-Learning IJCAI 2018 Boosting the Actor with Dual Critic ICLR 2018 Composable Planning with Attributes ICML 2018 Confounding-Robust Policy Improvement NeurIPS 2018 Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning CVPR 2018 Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning CVPR 2018 Expanding Motor Skills using Relay Networks CoRL 2018 Exponentially Weighted Imitation Learning for Batched Historical Data NeurIPS 2018 Extracting Action Sequences from Texts Based on Deep Reinforcement Learning IJCAI 2018 Feedback-Based Tree Search for Reinforcement Learning ICML 2018 Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning IJCAI 2018 Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies NeurIPS 2018 Improving Abstraction in Text Summarization EMNLP 2018 Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling EMNLP 2018