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Awesome read! Given the Doom examples, another work to add to the list at the end is https://github.com/Ardavans/DSR https://github.com/Ardavans/DSR. Extends t
by white_oak8 10y ago
Awesome read!
Given the Doom examples, another work to add to the list at the end is https://github.com/Ardavans/DSR https://github.com/Ardavans/DSR. Extends the idea of successor representations introduced by Peter Dayan[1] in the 1990s to successor features using a deep neural net. The learning algorithm is demonstrated with Doom.
[1] http://www.gatsby.ucl.ac.uk/~dayan/papers/d93b.pdf http://www.gatsby.ucl.ac.uk/~dayan/papers/d93b.pdf
- rubenfiszel 10y agoThank you. It seems very interesting. I will add it as a reference once I am done reading it :)