A path integral approach to agent planning

Control theory is a mathematical description of how to act optimally to gain future rewards. In this paper We discuss a class of non-linear stochastic control problems that can be efficiently solved using a path integral. In this control formalism, the central concept of cost-to-go or value function becomes a free energy and methods and concepts from… CONTINUE READING