Stochastic Optimal Control and Estimation with Multiplicative and Internal Noise

Neural Information Processing Systems 

A pivotal brain computation relies on the ability to sustain perception-action loops. Stochastic optimal control theory offers a mathematical framework to explain these processes at the algorithmic level through optimality principles.