no code implementations • 8 Sep 2023 • Kishan R. Nagiredla, Buddhika L. Semage, Thommen G. Karimpanal, Arun Kumar A. V, Santu Rana
To improve the sample-efficiency we propose a multi-fidelity-based design exploration strategy based on Hyperband where we tie the controllers learnt across the design spaces through a universal policy learner for warm-starting the subsequent controller learning problems.
