Please review: Threshold-based Reinforcement Learning in Neural Networks • /r/MachineLearning

A Reinforcement Learning scheme is presented, enabling Autonomous Agent control (including an Arduino robot via bluetooth). I would very much appreciate feedback on both the utility and biological/psychological plausibility of these features. I would then like to revise the paper and add acknowledgements accordingly. BEFORE YOU READ The paper was written for the purpose of discussing the validity (or not) of the 3 features it provides in terms of utility and plausibility (if you feel the plausibility concerns are a distraction they can be safely ignored). The experiments are small in scale yet big enough for demonstration, while the scheme itself is readily scalable and could be incorporated with other features (eg CNN's, LSTM).