Does DQN really learn? Exploring adversarial training schemes in Pong

Bowen He, Sreehari Rammohan, Jessica Forde +1

In this work, we study two self-play training schemes, Chainer and Pool, and show they lead to improved agent performance in Atari Pong compared to a standard DQN agent -- trained…