Artificial Intelligence, Machine Learning, Data Science, Reinforcement Learning, OpenAI.
hero and the State-Value Network as the critic. If you have read about GANs, this concept may sound a bit familiar where we have a generator and discriminator involved in an adversarial system. The loss function for the Policy Gradient algorithm gets updated from loss = -1 x Σlog(probability) x