In this work we train PID Gains using an accelerated version of ARS and further we illustrate thataccelerated ARS achieves faster convergence then the Augmented Random Search on BenchMark Simulation Tasks.
Training Results of Half Cheetah in Mujoco:
# Blue: ARS Red: Accelerated ARS