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bayesian reinforcement learning

31 papers

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Also known as

BRL

Co-occurring keywords

model-based reinforcement learning (415) bayesian inference (1904) uncertainty quantification (1365) bayesian learning (185) markov decision process (788) policy learning (699) gaussian process (1198) belief state (74) partially observable markov decision process (176) exploration exploitation (74)

Papers

Cost-Sensitive Exploration in Bayesian Reinforcement Learning NIPS 2012
The Infinite Partially Observable Markov Decision Process NIPS 2009
Psychiatry: Insights into depression through normative decision-making models NIPS 2008
Structure Learning in Human Sequential Decision-Making NIPS 2008
Bayes-Adaptive POMDPs NIPS 2007
Bayesian Policy Gradient Algorithms NIPS 2006