معرفی
Rokas Bendikas is a Visiting Lecturer at ISM and a Doctoral Candidate in Foundational AI at University College London and University of California, San Diego. His research focuses on model-based Reinforcement Learning and 3D scene understanding for robotic control, with a secondary focus on biomedical engineering applications in cardiac electrophysiology modeling.
- PhD Supervisors: Prof. Danail Stoyanov (UCL) and Prof. Hao Su (UCSD)
Education:
- Master's in Robotics at Imperial College London (Dyson Robotics Lab)
- Bachelor's in Biomedical Engineering at King's College London
Research Interests: Combining spatial understanding and model-based RL for robotic autonomy. Previously applied deep learning to atrial fibrillation mechanisms during his biomedical engineering studies. Specializes in simulation-based approaches for medical device development and surgical planning.
Articles Trends: Dominated by robotics control (2023) and cardiac modeling (2020-2021), reflecting dual focus between foundational AI and biomedical applications. Strong emphasis on simulation-driven innovation in both domains.
Professional Experience: Software engineering at MathWorks and Qualcomm, research in CEMRG (atrial fibrillation computational modeling).
Labs/Teams: Dyson Robotics Lab (Imperial), Cardio-Electro Magnetic Research Group (KCL), and current collaborations at UCL/UCSD AI labs.
