Ionel-Alexandru Hosu

Playing Atari Games with Deep Reinforcement Learning and Human Checkpoint Replay

2016 · arXiv (Cornell University)

This paper introduces a novel method for learning how to play the most difficult Atari 2600 games from the Arcade Learning Environment using deep reinforcement learning. The proposed method, human checkpoint replay, consists in using …