Research topic recommendation for bachelor thesis

[marty1885]

I’m currently working off the base of a few other projects. Namely:

HTM Based Autonomous Agent

Hi all, Here is the preprint of my Ms thesis with the title: “Hierarchical Temporal Memory Based Autonomous Agent For Partially Observable Video Game Environments” I defended it a couple of days ago. It proposes a non-player character architecture that combines HTM and TD(lambda) and presents results on a 3D video game learning task. The architecture incorporates abstracted functionalities of layer 5 and basal ganglia pathways in order to produce voluntary actions. It does so by presenting th…

http://studentnet.cs.manchester.ac.uk/resources/library/3rd-year-projects/2016/antonio.sanchezgomez.pdf

FULLTEXT01.pdf

GitHub - kaikun213/my-neural-net: Initial implementation of a combination...

And my previous work of abusing TemporalMemory and SpatialPooler as an universal function approximator. (Not uploaded to the forum. Its plan stupid simple)

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Temporal Pooling is also an essential topic; as TemporalMemory has it’s limits and has to be expanded upon sometime in the fute. Ex: TM can’t learn the XOR problem without tricks.