Stable deep reinforcement learning method by predicting uncertainty in rewards as a subtask

Kanata Suzuki, Tetsuya Ogata

In recent years, a variety of tasks have been accomplished by deep reinforcement learning (DRL). However, when applying DRL to tasks in a real-world environment, designing an appro…