How can HTM be used in Reinforcement Learning projects?

[dmac]

Hello,

Here is a project from many years ago. I hope this helps

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…