Hi all. I’ve been learning about HTM Theory and how to use NuPIC.core for a while. Now I want to to extend my knowledge about HTM by building a Reinforcement Learning models on NuPIC (for fun, let me know if that is impossible for now). The first problem I met is that how can I perform reinforceme…

Reinforcment learning using NuPIC(.core)

momiji April 16, 2018, 2:56pm 2

Hmm a tricky one, and discussed previously:

and here in a more biological detail:

There is also a recent MSc thesis which attempted to tie HTM with reinforcement learning:

I’m also interested in giving it a go, just need to find some time.

2 Likes

Topic		Replies	Views
A testcase of HTM with reinforcement learning Engineering	3	1681	June 19, 2016
Help with an HTM implementation NuPIC help-wanted	5	1182	November 9, 2017
Embodied HTM with Raspberry Pi Sensory-Motor Loop Engineering	5	1040	August 28, 2018
Reinforcement Learning and HTM Algorithm Machine Learning sequence-memory , encoders , question , community , nupic	26	3552	June 18, 2019
Proposing a Model for the Basal Ganglia and Reinforcement Learning in HTM Tangential Theories theory , basal-ganglia , reinforcement	16	2887	August 12, 2017