belief state

Compact Representation of Value Function in Partially Observable Stochastic Games IJCAI 2019 DESPOT-Alpha: Online POMDP Planning with Large State and Observation Spaces RSS 2019 Evacuate or Not? A POMDP Model of the Decision Making of Individuals in Hurricane Evacuation Zones UAI 2019 Multi-Agent Coordination under Uncertain Communication AAAI 2019 Perception-Aware Point-Based Value Iteration for Partially Observable Markov Decision Processes IJCAI 2019 Personalized Robot Tutoring Using the Assistive Tutor POMDP (AT-POMDP) AAAI 2019 Sampling Networks and Aggregate Simulation for Online POMDP Planning NeurIPS 2019 Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation EMNLP 2019 Shaping Belief States with Generative Environment Models for RL NeurIPS 2019 Solving Partially Observable Stochastic Games with Public Observations AAAI 2019 A Case Study on the Importance of Belief State Representation for Dialogue Policy Management Interspeech 2018 Fully Statistical Neural Belief Tracking ACL 2018 Learning What Information to Give in Partially Observed Domains CoRL 2018 Recurrent Predictive State Policy Networks ICML 2018 Towards Universal Dialogue State Tracking EMNLP 2018 A generic approach to planning in the presence of incomplete information: Theory and implementation (Extended Abstract) IJCAI 2017 Data-Efficient Reinforcement Learning in Continuous State-Action Gaussian-POMDPs NeurIPS 2017 Intelligent Belief State Sampling for Conformant Planning IJCAI 2017 Robust partially observable Markov decision process ICML 2015 When are Kalman-Filter Restless Bandits Indexable? NeurIPS 2015 Optimal decision-making with time-varying evidence reliability NeurIPS 2014 Approximate Representations for Multi-Robot Control Policies that Maximize Mutual Information RSS 2013 DESPOT: Online POMDP Planning with Regularization NeurIPS 2013 How Prior Probability Influences Decision Making: A Unifying Probabilistic Model NeurIPS 2012 Symbolic Dynamic Programming for Continuous State and Observation POMDPs NeurIPS 2012