Before revision:  While previous algorithms have enjoyed convergence guarantees for problems with continuous state and observation spaces, VOWSS is the first  with global convergence guarantees for problems that additionally have continuous action spaces.
After revision:  While previous algorithms have enjoyed convergence guarantees for problems with continuous state and observation spaces, VOWSS is the first algorithm with global convergence guarantees for problems that additionally have continuous action spaces.