markov decision process

Bias no more: high-probability data-dependent regret bounds for adversarial bandits and MDPs NeurIPS 2020 Bidding in Smart Grid PDAs: Theory, Analysis and Strategy AAAI 2020 CAMPs: Learning Context-Specific Abstractions for Efficient Planning in Factored MDPs CoRL 2020 Collapsing Bandits and Their Application to Public Health Intervention NeurIPS 2020 Compact task representations as a normative model for higher-order brain activity NeurIPS 2020 Conservative Exploration in Reinforcement Learning AISTATS 2020 Decentralized TD Tracking with Linear Function Approximation and its Finite-Time Analysis NeurIPS 2020 Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making ICML 2020 Domain Adaptive Imitation Learning ICML 2020 Double Reinforcement Learning for Efficient and Robust Off-Policy Evaluation ICML 2020 Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes JMLR 2020 Efficiently Solving MDPs with Stochastic Mirror Descent ICML 2020 Efficient Planning in Large MDPs with Weak Linear Function Approximation NeurIPS 2020 Exploratory Grasping: Asymptotically Optimal Algorithms for Grasping Challenging Polyhedral Objects CoRL 2020 Finite-Memory Near-Optimal Learning for Markov Decision Processes with Long-Run Average Reward UAI 2020 Generalized Mean Estimation in Monte-Carlo Tree Search IJCAI 2020 How do fair decisions fare in long-term qualification? NeurIPS 2020 Improved Sample Complexity for Incremental Autonomous Exploration in MDPs NeurIPS 2020 Instance-Wise Dynamic Sensor Selection for Human Activity Recognition AAAI 2020 Is Plug-in Solver Sample-Efficient for Feature-based Reinforcement Learning? NeurIPS 2020 Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning CVPR 2020 Kernel Taylor-Based Value Function Approximation for Continuous-State Markov Decision Processes RSS 2020 Learning Adversarial Markov Decision Processes with Bandit Feedback and Unknown Transition ICML 2020 Learning and Solving Regular Decision Processes IJCAI 2020 Learning the Arrow of Time for Problems in Reinforcement Learning ICLR 2020