Direct Mutation and Crossover in Genetic Algorithms Applied to Reinforcement Learning Tasks

Tarek Faycal, Claudio Zito

Neuroevolution has recently been shown to be quite competitive in reinforcement learning (RL) settings, and is able to alleviate some of the drawbacks of gradient-based approaches.…