Utilizing Skipped Frames in Action Repeats via Pseudo-Actions

Taisei Hashimoto, Yoshimasa Tsuruoka

In many deep reinforcement learning settings, when an agent takes an action, it repeats the same action a predefined number of times without observing the states until the next act…