Adaptive Tree Backup Algorithms for Temporal-Difference Reinforcement Learning

Brett Daley, Isaac Chan

Q($\sigma$) is a recently proposed temporal-difference learning method that interpolates between learning from expected backups and sampled backups. It has been shown that intermediate…