Reinforcement Learning

Reinforced Mnemonic Reader for Machine Reading Comprehension IJCAI 2018 Reinforcement and Imitation Learning for Diverse Visuomotor Skills RSS 2018 Reinforcement Learning for Solving the Vehicle Routing Problem NeurIPS 2018 Reinforcement Learning of Theorem Proving NeurIPS 2018 Reinforcement Learning with Multiple Experts: A Bayesian Model Combination Approach NeurIPS 2018 Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning ACL 2018 Reward Estimation for Variance Reduction in Deep Reinforcement Learning CoRL 2018 Reward Learning From Narrated Demonstrations CVPR 2018 Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks JMLR 2018 rho-POMDPs have Lipschitz-Continuous epsilon-Optimal Value Functions NeurIPS 2018 Risk-Aware Active Inverse Reinforcement Learning CoRL 2018 ROBOTURK: A Crowdsourcing Platform for Robotic Skill Learning through Imitation CoRL 2018 Robust Locally-Linear Controllable Embedding AISTATS 2018 Safe Motion Planning in Unknown Environments: Optimality Benchmarks and Tractable Policies RSS 2018 Scalable Bilinear Pi Learning Using State and Action Features ICML 2018 Scalable Initial State Interdiction for Factored MDPs IJCAI 2018 Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents IJCAI 2018 Sentiment Adaptive End-to-End Dialog Systems ACL 2018 Sequence-to-Sequence Language Grounding of Non-Markovian Task Specifications RSS 2018 Shared Autonomy via Deep Reinforcement Learning RSS 2018 Simple random search of static linear policies is competitive for reinforcement learning NeurIPS 2018 Simplifying Reward Design through Divide-and-Conquer RSS 2018 Sim-to-Real: Learning Agile Locomotion For Quadruped Robots RSS 2018 Sim-to-Real Reinforcement Learning for Deformable Object Manipulation CoRL 2018 Sim-to-Real Transfer with Neural-Augmented Robot Simulation CoRL 2018