Before revision:  We prove under mild conditions that a sufficiently large Echo State Network (ESN) can approximate the value function of a broad class of stochastic and deterministic control problems.
After revision:  We prove under mild conditions that a sufficiently large Echo State Network can approximate the value function of a broad class of stochastic and deterministic control problems.