In collaboration with IRC-ISS and SDAIA-KFUPM centers, IRC-IMR has organized a workshop on Artificial Intelligence based Control. Drs. A. Nasir, Y. Osais and E. Okafor made an introduction to AI techniques in applications together with Drs. Abderaouf and Rowida both postdocs discussing their applications related to collaborative robotics and AI based control application.