Feature-Based Aggregation and Deep Reinforcement Learning: A Survey and Some New Implementations

Dimitri P. Bertsekas

In this paper we discuss policy iteration methods for approximate solution of a finite-state discounted Markov decision problem, with a focus on feature-based aggregation methods a…