Adrish Bhaumik

Safe Bayesian Optimization for Complex Control Systems via Additive Gaussian Processes

Controller tuning and optimization have long been recognized as fundamental challenges in robotics and mechatronic systems. Traditional controller design techniques are usually model-based, and their closed-loop performance depends on the fidelity of the mathematical model. Subsequent tuning of the