Dr. GABOR Alexandru-Gabriel
Associate Professor
Domains of interest: Neural Networks, Robotics, Artificial Intelligence
Address: Campus 666
About me
Hi, my name is Gabor Alexandru-Gabriel and I am a university professor at Universitate Babes-Bolyai from Cluj-Napoca. I have been teaching at the collegiate level for 5 years and have a passion for Neural Networks and Artificial Intelligence.
Teaching
Introduction to Robotics
The Introduction to Robotics course covers the principles and applications of robotics, with a focus on the design and control of robotic systems. The course includes lectures and hands-on lab sessions, during which students will have the opportunity to program and experiment with real robotic systems. By the end of the course, students will understand the fundamental concepts and principles of robotics, be able to design and implement simple control algorithms.
Introduction to Neural Networks
This course introduces the fundamental concepts and principles of neural networks, with a focus on deep learning techniques. Topics covered include the architecture and training of neural networks, supervised and unsupervised learning, and applications of neural networks in areas such as computer vision, natural language processing, and robotics.
Research
My research focuses on the intersection of robotics and neural networks, with a particular emphasis on developing intelligent control systems for autonomous robots. I am particularly interested in using deep learning techniques to enable robots to learn and adapt to new environments and tasks.
Some specific areas of focus in my research include:
- Reinforcement learning for robot control
- Transfer learning for robot adaptation
- Neural network-based object recognition and classification
- Human-robot interaction and collaboration
I have published several papers on these topics in leading conferences and journals, and have also presented my research at various workshops.