Im thinking about applying HTM to Q-learning similar to how Neural networks is applied to Q-learning(Deep Q-networks). But I have some questions before exploring this further.
Can HTM do scalar predictions?
And if so, how does it perform regression relative to Neural networks on non-temporal data & non image data?
Is the HTM output limited to a range(e.g. [0, 100])? Does it perform worse for very large scalar predictions > 1000.
Can it do multi-scalar predictions?