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IfA FHNW ACCR-Automation PhD position application of Mahdi Nobar

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data_driven_controller

IfA FHNW ACCR-Automation PhD position application Mahdi Nobar

Bayesian Optimization (BO) result for the system with surrogate model (order 2):

G2

BO result for the system with full model (order 4):

G4

Data sampled from the hand joint of Panda arm for the reaching task simulated bellow:

Panda_demo

BO result for system of order 8 without warm starting the search span:

G8

BO result for system of order 8 with warm starting the PID gain search span using the optimum results for the surrogate model:

G8_warmstart_withG2results

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