A Novel Credit Assignment to a Rule with Probabilistic State Transition
Wataru Uemura · InTech eBooks · 2010
In this chapter, we have proposed a novel credit assignment method similar to profit sharing which considers the aliasing problem and the probabilistic state transition. We show that the condition to learn in a POMDP is to distribute equal rewards to rules at the same