HLC How to generate behavior with HTM?

[Paul_Lamb]

@markNZed

Is there a working example of behavior generation in HTM.core or another HTM framework?

Here are a couple:

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…

Hierarchical Temporal Memory Agent in standard Reinforcement Learning Environment

Hi all, This is my BS’s final year project report using HTM to perform reinforcement learning. The report mainly contains 2 things: How Etaler works and trying to use HTM in a standard RL environment. Etaler is always available at https://github.com/etaler/Etaler and the RL agent can be find in https://github.com/marty1885/HTM-CartPole. The agent architecture is loosely designed after @sunguralikaan’s HTM Based Autonomous Agent paper. English isn’t my first language so there will be mistakes i…