Reinforcement Learning, Pytorch, Genetic Algorithm, Multiprocessing, Evolutionary Algorithms.
case of neural networks, the DNA is simply the list of the weights. This network has 386 parameters, so the DNA is a list of 386 numbers. We are generating an initial population with random DNAs which contains 10 initial solutions with the following code: torch_ga =