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sequential decision making

213 papers

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Also known as

SDM

Co-occurring keywords

reinforcement learning (4122) multi-armed bandit (1091) sequential decision (123) markov decision process (788) regret bound (1918) online learning (1770) sequential decision-making (94) policy optimization (630) active learning (1295) policy learning (699)

Papers

Active Learning for Accurate Estimation of Linear Models ICML 2017
Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes NIPS 2017
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
Universal Reinforcement Learning Algorithms: Survey and Experiments IJCAI 2017
POMDPs.jl: A Framework for Sequential Decision Making under Uncertainty JMLR 2017
Representing and Learning Complex Object Interactions RSS 2016
Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition NIPS 2016
Multi-Objective Markov Decision Processes for Data-Driven Decision Support JMLR 2016
Adaptive Concentration Inequalities for Sequential Decision Problems NIPS 2016
The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks ICML 2016
Open Problem: Approximate Planning of POMDPs in the class of Memoryless Policies COLT 2016
A Stochastic Model for Computer-Aided Human-Human Dialogue INTERSPEECH 2016
Safe Policy Improvement by Minimizing Robust Baseline Regret NIPS 2016
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
Data Generation as Sequential Decision Making NIPS 2015
Multiarmed Bandits With Limited Expert Advice COLT 2014
Near Optimal Bayesian Active Learning for Decision Making AISTATS 2014
Online Multi-Task Learning for Policy Gradient Methods ICML 2014
Fairness in Multi-Agent Sequential Decision-Making NIPS 2014
The Blinded Bandit: Learning with Adaptive Feedback NIPS 2014
Actor-Critic Algorithms for Risk-Sensitive MDPs NIPS 2013
Bayesian optimization explains human active search NIPS 2013
Prior-free and prior-dependent regret bounds for Thompson Sampling NIPS 2013