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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

An Optimal Policy for Target Localization with Application to Electron Microscopy ICML 2013
Best Arm Identification: A Unified Approach to Fixed Budget and Fixed Confidence NIPS 2012
Multi-objective Monte-Carlo Tree Search ACML 2012
Trajectory-Based Short-Sighted Probabilistic Planning NIPS 2012
An Empirical Evaluation of Thompson Sampling NIPS 2011
Online Markov Decision Processes under Bandit Feedback NIPS 2010
Near-Optimal Bayesian Active Learning with Noisy Observations NIPS 2010
A POMDP Extension with Belief-dependent Rewards NIPS 2010
The Infinite Partially Observable Markov Decision Process NIPS 2009
Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition NIPS 2009
Structure Learning in Human Sequential Decision-Making NIPS 2008
The Price of Bandit Information for Online Optimization NIPS 2007
Chained Boosting NIPS 2006