sequential decision making

Adaptive Elicitation of Preferences under Uncertainty in Sequential Decision Making Problems IJCAI 2017 Correlational Dueling Bandits with Application to Clinical Treatment in Large Decision Spaces IJCAI 2017 Fast Video Classification via Adaptive Cascading of Deep Models CVPR 2017 POMDPs.jl: A Framework for Sequential Decision Making under Uncertainty JMLR 2017 Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes NeurIPS 2017 Safety-Aware Algorithms for Adversarial Contextual Bandit ICML 2017 The MADP Toolbox: An Open Source Library for Planning and Learning in (Multi-)Agent Systems JMLR 2017 Tight Bounds for Bandit Combinatorial Optimization COLT 2017 Universal Reinforcement Learning Algorithms: Survey and Experiments IJCAI 2017 Unsupervised Sequential Sensor Acquisition AISTATS 2017 Adaptive Concentration Inequalities for Sequential Decision Problems NeurIPS 2016 A Stochastic Model for Computer-Aided Human-Human Dialogue Interspeech 2016 Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition NeurIPS 2016 End-to-End Goal-Driven Web Navigation NeurIPS 2016 Estimating Maximum Expected Value through Gaussian Approximation ICML 2016 Multi-Objective Markov Decision Processes for Data-Driven Decision Support JMLR 2016 Open Problem: Approximate Planning of POMDPs in the class of Memoryless Policies COLT 2016 Representing and Learning Complex Object Interactions RSS 2016 Safe Policy Improvement by Minimizing Robust Baseline Regret NeurIPS 2016 The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks ICML 2016 Bandits with Unobserved Confounders: A Causal Approach NeurIPS 2015 Data Generation as Sequential Decision Making NeurIPS 2015 On Identifying Good Options under Combinatorially Structured Feedback in Finite Noisy Environments ICML 2015 Second-order Quantile Methods for Experts and Combinatorial Games COLT 2015 Algorithms for CVaR Optimization in MDPs NeurIPS 2014