Student IT/EE Workshop 2025

Session

Session A (Presentation)

24 Apr 2025, 09:30

SK 108 (Stara Kotłownia)

24. Procedural civilization development including economical aspects and the terrain.

Michał Kostera (Politechnika Warszawska student), Paweł Cegielski (Student)

24/04/2025, 09:30

Presentation

This article presents the project's results, focused on the simulation of civilizations that develop over time. The development is primarily influenced by three main factors: the terrain on which the tribes are initially placed, available resources, and economic aspects, such as trading with one another. The world is generated using procedural techniques, which return a world with realistic...

6. Convolutional Kolmogorov Arnold Networks as an accurate alternative to Convolutional Neural Networks for rule discovery in Game of Life

Maciej Michalski (Student), Mr Patryk Ferenc (inżynier), Mr Sebastian Górka (inżynier)

24/04/2025, 09:42

Presentation

The interpretability of artificial neural networks (ANNs) remains a challenge, particularly as they grow deeper and incorporate millions of parameters. Kolmogorov-Arnold Networks (KANs) address this issue by using fewer parameters than traditional ANNs and representing functions as symbolic formulas, while maintaining comparable performance.

John Conway's Game of Life (GoL) serves as an...

11. Mamba SSM with Kalman Filtering in Pendulum RL environment

Piotr Klepacki (Warsaw University of Technology)

24/04/2025, 09:54

Presentation

State-space models (SSMs) have emerged as a compelling
alternative to Transformer architectures, delivering comparable
performance at significantly lower computational cost. Al-
though deterministic SSMs such as Mamba have achieved
state-of-the-art results in areas like sequence modelling and
image segmentation, their deterministic nature limits their
suitability for probabilistic...

54. Line Follower Algorithm for a Flying Quadcopter

Mikolaj Stasiak (Warsaw University of Technology (PL))

24/04/2025, 10:06

Presentation

Line Follower Algorithm for a Flying Quadcopter

Mikołaj Stasiak, Wiktor Ważny, Grzegorz Zając

Institute for Automation and Robotics, Faculty of Mechatronics, Warsaw University of Technology.

As interest in aerial drones and autonomous systems grows, so does the need for optimal solutions that can be run on minimalistic hardware. This paper describes an autonomous, vision-based...

38. Optimization of neural network model for malware detection accelerated on mobile NPUs

Mr Jan Konarski

24/04/2025, 10:16

Presentation

With the increasing number of cyber threats, malware detection has become a critical challenge in cybersecurity. Traditional detection techniques, based on behavioral analysis and signature creation, present significant challenges due to their time-consuming nature and limited effectiveness against new, unknown threats. This paper explores the optimization of artificial intelligence (AI) for...