Reinforcement Learning via AIXI Approximation

Joel Veness, Kee Siong Ng, Marcus Hutter +1

This paper introduces a principled approach for the design of a scalable general reinforcement learning agent. This approach is based on a direct approximation of AIXI, a Bayesian…