Accelerating Optimization and Reinforcement Learning with Quasi-Stochastic Approximation

Shuhang Chen, Adithya Devraj, Andrey Bernstein +1

The ODE method has been a workhorse for algorithm design and analysis since the introduction of the stochastic approximation. It is now understood that convergence theory amounts t…