1 code implementation • 7 Mar 2022 • Joery A. de Vries, Thomas M. Moerland, Aske Plaat
To improve our fundamental understanding of HRL, we investigate hierarchical credit assignment from the perspective of conventional multistep reinforcement learning.
Hierarchical Reinforcement Learning reinforcement-learning +1
1 code implementation • ICML Workshop URL 2021 • Joery A. de Vries, Ken S. Voskuil, Thomas M. Moerland, Aske Plaat
In contrast to standard forward dynamics models that predict a full next state, value equivalent models are trained to predict a future value, thereby emphasizing value relevant information in the representations.