Google scholar

Thesis

• Undergraduate (University of Khartoum) : The Use of Computational Intelligence for Traffic Light Control (link)

Full Papers

• Eltayeb K. E. Ahmed, Amr M.A. Khalifa , Ahmed Kheiri, ​ Evolutionary Computation for Static Traffic Light Cycle Optimisation  in proceedings of ​ IEEE, 2018 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE), Khartoum, Sudan (link, pdf)

Posters

• Amr M.A. Khalifa, Eltayeb K.E. Ahmed, Effective Traffic Light Control using Reinforcement Learning, Black in AI workshop, NeurIPS 2018 (poster)
• Amr M.A. Khalifa, Eltayeb K.E. Ahmed, Generating Optimized Traffic Light Controllers using Reinforcement Learning, Deep Learning Indaba 2018, Stellenbosch, South Africa