/Reinforcement-Learning-on-Spiking-Neural-Networks

Using Spiking Neural Networks on Spinnaker to play Atari games.

Primary LanguageJupyter Notebook

🚶🕳️Reinforcement Learning on Spiking Neural Networks to play Atari Games🕳️🚶

Table of Contents

About

Different Approaches each in a different Folder

Getting Started

I will add how to run every notebook. Inside the notebook because they are different enough.

Results

! TODO: Will add them gradually

Experiment 1 Vanilla Networks

Experiment 2 Continous Running and BindsNet GPU

Experiment 3 NeuroModulated STDP

Experiment 4 DQN on Spinnaker

Experiment 5 DQN using Spiking jelly