Successor States and Representations (2/3)

In this second post of this series, we take a break from successor measures to focus on successor features . We will first review the use of a generalised policy improvement mechanism that can efficiently leverage the successor features of existing policies to enable zero-shot transfer to new tasks. We will then discuss the generalisation to universal successor features approximations, allowing…