Swift-Sarsa: Fast and Robust Linear Control

Khurram Javed, Richard S. Sutton

Javed, Sharifnassab, and Sutton (2024) introduced a new algorithm for TD learning -- SwiftTD -- that augments True Online TD($\lambda$) with step-size optimization, a bound on the effect…