Presentation

Those algorithms are experimentations around deep q-learning algorithm.

Contains

• spikingjelly_tutorial contains some SpikingJelly official tutorials for using their module
• torch_tutorials contains some Torch official tutorials on machine learning and Q-learning
• QL_NevAI contains scripts that try to implement a genetic algorithm on spiking neural networks using Q-Learning methods
• QL_Neat contains outdated NEAT application to Q-Learning
• RL_NevAI contains the most resent scripts that manages to train spiking neural networks using a neuromorphic evolutionnary algorithm

Requirements

• Python 3.7
• Pytorch 1.7.1
• SpikingJelly 0.3.0
• Gymnasium 0.29.1