Artificial Intelligence, Machine Learning, Data Science, Reinforcement Learning, OpenAI.
DQNs don’t need to wait till the end of the episode for training the agent while REINFORCE gets the final reward after episode completion. Using REINFORCE for non-episodic problems is difficult (as the episode never ends) DQNs have an overhead of Experience Replay and Target and Training DQNs to