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Feature reinforcement learning in practice

Nguyen, Phuong; Sunehag, Peter; Hutter, Marcus

Description

Following a recent surge in using history-based methods for resolving perceptual aliasing in reinforcement learning, we introduce an algorithm based on the feature reinforcement learning framework called ΦMDP [13]. To create a practical algorithm we devi

CollectionsANU Research Publications
Date published: 2012
Type: Journal article
URI: http://hdl.handle.net/1885/68857
Source: Lecture Notes in Computer Science (LNCS)
DOI: 10.1007/978-3-642-29946-9_10

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