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Myelin

A Python Framework for Reinforcement Learning.

Agents

Examples

GridWorld

Monte Carlo PI Demo

Pole Balancing

Cart-Pole Balancing

Mountain Car

Mountain Car

Why the name Myelin?

Neuroscience research has shown that brain circuits that get used extensively are reinforced by growing a myelin sheath around them – the myelin provides insulation for those neural pathways and improves the speed at which those neural pathways fire. In other words, as we repeat and get better at an activity, there is a physiological change that speeds up the signals in our brain so that we can do it faster.