Reinforcement Learning

Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing NeurIPS 2018 Meta-Gradient Reinforcement Learning NeurIPS 2018 META LEARNING SHARED HIERARCHIES ICLR 2018 Minimax-Regret Querying on Side Effects for Safe Optimality in Factored Markov Decision Processes IJCAI 2018 Mining Evidences for Concept Stock Recommendation NAACL 2018 Mix & Match Agent Curricula for Reinforcement Learning ICML 2018 Model-Based Reinforcement Learning via Meta-Policy Optimization CoRL 2018 Model-Free Trajectory-based Policy Optimization with Monotonic Improvement JMLR 2018 Modeling Others using Oneself in Multi-Agent Reinforcement Learning ICML 2018 More Robust Doubly Robust Off-policy Evaluation ICML 2018 Motion Perception in Reinforcement Learning with Dynamic Objects CoRL 2018 Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization NeurIPS 2018 Multi-Hop Knowledge Graph Reasoning with Reward Shaping EMNLP 2018 Multi-Level Policy and Reward Reinforcement Learning for Image Captioning IJCAI 2018 Multi-modality Sensor Data Classification with Selective Attention IJCAI 2018 Multi-modal Predicate Identification using Dynamically Learned Robot Controllers IJCAI 2018 Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards CoRL 2018 Multiple-Step Greedy Policies in Approximate and Online Reinforcement Learning NeurIPS 2018 Multi-Reward Reinforced Summarization with Saliency and Entailment NAACL 2018 Multi-Robot Motion Planning with Dynamics Guided by Multi-Agent Search IJCAI 2018 Multi-Shot Pedestrian Re-Identification via Sequential Decision Making CVPR 2018 M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search NeurIPS 2018 Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes NeurIPS 2018 Near-Optimal Time and Sample Complexities for Solving Markov Decision Processes with a Generative Model NeurIPS 2018 Negotiable Reinforcement Learning for Pareto Optimal Sequential Decision-Making NeurIPS 2018