partially observable markov decision process

Multiagent Rollout and Policy Iteration for POMDP with Application to Multi-Robot Repair Problems CoRL 2020 Off-Policy Evaluation in Partially Observable Environments AAAI 2020 Optimally Solving Two-Agent Decentralized POMDPs Under One-Sided Information Sharing ICML 2020 Partially Observable Markov Decision Process Modelling for Assessing Hierarchies ACML 2020 Point-Based Methods for Model Checking in Partially Observable Markov Decision Processes AAAI 2020 Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization IJCAI 2020 Sample-Efficient Reinforcement Learning of Undercomplete POMDPs NeurIPS 2020 Sparse Tree Search Optimality Guarantees in POMDPs with Continuous Observation Spaces IJCAI 2020 SVQN: Sequential Variational Soft Q-Learning Networks ICLR 2020 Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning IJCAI 2019 Approximability of Constant-horizon Constrained POMDP IJCAI 2019 Counterexample-Guided Strategy Improvement for POMDPs Using Recurrent Neural Networks IJCAI 2019 Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models ICML 2019 DESPOT-Alpha: Online POMDP Planning with Large State and Observation Spaces RSS 2019 Efficient Planning Under Uncertainty with Incremental Refinement UAI 2019 Evacuate or Not? A POMDP Model of the Decision Making of Individuals in Hurricane Evacuation Zones UAI 2019 Integrating Decision Sharing with Prediction in Decentralized Planning for Multi-Agent Coordination under Uncertainty IJCAI 2019 Interpretable Cascade Classifiers with Abstention AISTATS 2019 IPOMDP-Net: A Deep Neural Network for Partially Observable Multi-Agent Planning Using Interactive POMDPs AAAI 2019 Learning Belief Representations for Imitation Learning in POMDPs UAI 2019 Learning Deep Decentralized Policy Network by Collective Rewards for Real-Time Combat Game IJCAI 2019 LeTS-Drive: Driving in a Crowd by Learning from Tree Search RSS 2019 Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling AAAI 2019 On the Relationship Between Satisfiability and Markov Decision Processes UAI 2019 Perception-Aware Point-Based Value Iteration for Partially Observable Markov Decision Processes IJCAI 2019