Segmenting Action-Value Functions Over Time-Scales in SARSA via TD($\hat{I}”$)

Mahammad Humayoo

In numerous episodic reinforcement learning (RL) environments, SARSA-based methodologies are employed to enhance policies aimed at maximizing returns over long horizons. Traditiona…