Gradient-based Reinforcement Planning in Policy-Search Methods

Ivo Kwee, Marcus Hutter, Juergen Schmidhuber

We introduce a learning method called ``gradient-based reinforcement planning'' (GREP). Unlike traditional DP methods that improve their policy backwards in time, GREP is a gradien…