Deep Q-Networks (DQN)

2013: Mnih trained one Q-learning network on raw pixels, beat every classical RL agent on seven Atari games. 2015: extended to 49 games, published in Nature, sparked the deep-RL era. DQN is Q-learning plus three tricks that make function a...