markov decision process

Computational Approaches for Stochastic Shortest Path on Succinct MDPs IJCAI 2018 Configurable Markov Decision Processes ICML 2018 Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning CVPR 2018 Dynamic Resource Routing using Real-Time Dynamic Programming IJCAI 2018 Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning ICML 2018 Emergency Response Optimization using Online Hybrid Planning IJCAI 2018 Exploration in Structured Reinforcement Learning NeurIPS 2018 Fighting Boredom in Recommender Systems with Linear Reinforcement Learning NeurIPS 2018 Hierarchical Subtask Discovery with Non-Negative Matrix Factorization ICLR 2018 Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty IJCAI 2018 Learning 6-DoF Grasping and Pick-Place Using Attention Focus CoRL 2018 Learning Deep Mean Field Games for Modeling Large Population Behavior ICLR 2018 Minimax-Regret Querying on Side Effects for Safe Optimality in Factored Markov Decision Processes IJCAI 2018 Multi-modal Predicate Identification using Dynamically Learned Robot Controllers IJCAI 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 On Generalized Bellman Equations and Temporal-Difference Learning JMLR 2018 On Q-learning Convergence for Non-Markov Decision Processes IJCAI 2018 Path Consistency Learning in Tsallis Entropy Regularized MDPs ICML 2018 Planning and Learning with Stochastic Action Sets IJCAI 2018 Policy-Conditioned Uncertainty Sets for Robust Markov Decision Processes NeurIPS 2018 Problem Dependent Reinforcement Learning Bounds Which Can Identify Bandit Structure in MDPs ICML 2018 Q-learning with Nearest Neighbors NeurIPS 2018 Reinforcement Cutting-Agent Learning for Video Object Segmentation CVPR 2018 Representation Balancing MDPs for Off-policy Policy Evaluation NeurIPS 2018