Limiting-Kernel Q($\lambda$): Bridging Short and Long Horizons

Tolga Ok, Arman Sharifi Kolarijani, Peyman Mohajerin Esfahani +1

In reinforcement learning, more accurate policy evaluation has been frequently shown to improve downstream policy optimization performance. For tractability, most value estimators…