Igor Kuznetsov
Hallo! I am a master's student in the Computational Modeling and Simulation programme at TU Dresden, studying techniques of computational simulation.
My research interests lies in intersection of adaptive systems (reinforcement learning) and computational simulation (numerical methods, computer graphics, spatiotemporal simulation). Lately, I become interested in environmental design as a tool to improve generalisability and adaptivity both in-silico and embodied real-world agents.
News
Research
Adaptive Systems
Research and Development Experience
Spatial reasoning and memory for ARC-AGI-3
Reinforcement Learning for self-driving cars safety
Reinforcement Learning for humanoid robots [robotics startup]
Reinforcement Learning for complex locomotion in simulation
Education
MSc in Computational Modeling and Simulation ▽
Degree on advanced simulation methods. I took specialisation in computer graphics, simulation, and robotics.
Simulation
⊹ Basic Numeric Methods
Robotics
⊹ Machine Learning for Robotics
⊹ Touch Sensing and Processing
Visual Computing
⊹ Computer Graphics
SWE
⊹ Parallel Programming and HPC
⊹ Design Patterns and Frameworks
BSc in Computer Science and Computing Hardware
Summer Schools 🎒
Sarajevo, Bosnia and Herzegovina