NeuroEvolution : Flappy Bird Machine Learning • /r/artificial

Definitely! Asynchronous Deep Reinforcement Learning has really set a new standard to Deep Reinforcement Learning. One of its most important features is that you train a "global" model asynchronously through several agents, which basically means that you can have anywhere in between 8-32 agents training and sharing a global model at the same time. It requires far less memory than e.g. Experience Replay and also allows the agent to potentially converge much faster as it explores a broader state space asynchronously.