Feature reinforcement learning in practice
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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
| Collections | ANU 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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| File | Description | Size | Format | Image |
|---|---|---|---|---|
| 01_Nguyen_Feature_reinforcement_learning_2012.pdf | 399.21 kB | Adobe PDF | Request a copy | |
| 02_Nguyen_Feature_reinforcement_learning_2012.pdf | 399.21 kB | Adobe PDF | Request a copy |
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