AC: Actor–Critic
摘要
Actor–critic method combines the policy gradient method and bootstrapping. On the one hand, it uses policy gradient theorem to calculate policy gradient and update parameters. This part is called actor. On the other hand, it estimates values, and uses the value estimate to bootstrap.