Stability and Sensitivity Analysis of Relative Temporal-Difference Learning: Extended Version

Masoud S. Sakha, Rushikesh Kamalapurkar, Sean Meyn

Relative temporal-difference (TD) learning was introduced to mitigate the slow convergence of TD methods when the discount factor approaches one by subtracting a baseline from the…