From testing novelty search seems to be doing as it is programmed, but in practice it performs poorly.

Options:

• compare to openai's method of calculating the novelty metric
• sqrt the distances
• add more behaviors to the initial archive
• compare vector of positions and final position (as a behavioral classification)