teaching

Teaching Assistant

Reinforcement Learning Course

Ghent University
Academic Years: 2024-2025, 2025-2026

As a teaching assistant for the Reinforcement Learning course, I was responsible for:

• Designing and grading assignments on Deep Q-Networks (DQN)
• Creating challenging multi-agent DQN assignments
• Providing guidance and feedback to students on their implementations
• Supporting students with theoretical concepts and practical implementation challenges

The assignments covered core reinforcement learning topics including:

• Single-agent Deep Q-Networks (DQN)
• Multi-agent reinforcement learning scenarios
• Policy optimization and value-based methods
• Practical implementation using modern RL frameworks

Master Thesis Supervision

Ghent University - IDLab
Academic Year: 2025-2026

Currently supervising Master’s thesis students working on research topics related to:

• AI-driven precision agriculture
• Hyperspectral imaging and computer vision
• Deep learning for environmental monitoring
• Multi-modal sensor fusion

Supervision responsibilities include:

• Guiding research direction and methodology
• Regular progress meetings and feedback sessions
• Supporting implementation and experimental design
• Preparing students for thesis defense and academic writing