Reinforcement Learning

GPU-Accelerated Robotic Simulation for Distributed Reinforcement Learning CoRL 2018 GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR 2018 Hierarchical Text Generation and Planning for Strategic Dialogue ICML 2018 HyP-DESPOT: A Hybrid Parallel Algorithm for Online Planning under Uncertainty RSS 2018 Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty IJCAI 2018 Improved Regret Bounds for Thompson Sampling in Linear Quadratic Control Problems ICML 2018 Improving Multi-Robot Behavior Using Learning-Based Receding Horizon Task Allocation RSS 2018 Improving Reinforcement Learning Based Image Captioning with Natural Language Prior EMNLP 2018 Improving Reinforcement Learning with Human Input IJCAI 2018 Inference Aided Reinforcement Learning for Incentive Mechanism Design in Crowdsourcing NeurIPS 2018 Interactive Learning and Decision Making: Foundations, Insights & Challenges IJCAI 2018 Is Q-Learning Provably Efficient? NeurIPS 2018 Joint Active Feature Acquisition and Classification with Variable-Size Set Encoding NeurIPS 2018 Joint Modeling for Query Expansion and Information Extraction with Reinforcement Learning EMNLP 2018 Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension ACL 2018 Jumper: Learning When to Make Classification Decision in Reading IJCAI 2018 Learning 6-DoF Grasping and Pick-Place Using Attention Focus CoRL 2018 Learning a Policy for Opportunistic Active Learning EMNLP 2018 Learning by Playing Solving Sparse Reward Tasks from Scratch ICML 2018 Learning Deep Sketch Abstraction CVPR 2018 Learning End-to-End Goal-Oriented Dialog with Multiple Answers EMNLP 2018 Learning Globally Optimized Object Detector via Policy Gradient CVPR 2018 Learning Loop Invariants for Program Verification NeurIPS 2018 Learning Neural Parsers with Deterministic Differentiable Imitation Learning CoRL 2018 Learning over Subgoals for Efficient Navigation of Structured, Unknown Environments CoRL 2018