Stochastic vs Deterministic Policy Gradients: what is the intuitive difference and motivation? • /r/MachineLearning

Stochastic vs Deterministic Policy Gradients: what is the intuitive difference and motivation? I couldn't understand what DPGs do exactly and how it's better than SPGs. How can determinism and expectation be together?