Value Iteration

CRSRL: Customer Routing System Using Reinforcement Learning IJCAI 2019 DHER: Hindsight Experience Replay for Dynamic Goals ICLR 2019 Explicit Planning for Efficient Exploration in Reinforcement Learning NeurIPS 2019 From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization NeurIPS 2019 Hill Climbing on Value Estimates for Search-control in Dyna IJCAI 2019 How to Combine Tree-Search Methods in Reinforcement Learning AAAI 2019 Mapping State Space using Landmarks for Universal Goal Reaching NeurIPS 2019 Measurement Maximizing Adaptive Sampling with Risk Bounding Functions AAAI 2019 Measuring Structural Similarities in Finite MDPs IJCAI 2019 Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift AAAI 2019 Perception-Aware Point-Based Value Iteration for Partially Observable Markov Decision Processes IJCAI 2019 Planning in entropy-regularized Markov decision processes and games NeurIPS 2019 Planning with Expectation Models IJCAI 2019 Privacy-Preserving Q-Learning with Functional Noise in Continuous Spaces NeurIPS 2019 QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning ICML 2019 Reachable Space Characterization of Markov Decision Processes with Time Variability RSS 2019 Sampling Networks and Aggregate Simulation for Online POMDP Planning NeurIPS 2019 Scale-free adaptive planning for deterministic dynamics & discounted rewards ICML 2019 Separating value functions across time-scales ICML 2019 Sequential Patient Recruitment and Allocation for Adaptive Clinical Trials AISTATS 2019 State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning AAAI 2019 Successor Features Based Multi-Agent RL for Event-Based Decentralized MDPs AAAI 2019 Theoretical Analysis of Efficiency and Robustness of Softmax and Gap-Increasing Operators in Reinforcement Learning AISTATS 2019 The Value Function Polytope in Reinforcement Learning ICML 2019 Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies NeurIPS 2019