We believe that the next big thing in AI will be related to the bio-inspired evolutionary algorithms.
We study how neuroevolution algorithms can improve deep learning techniques.
Our core beliefs that cognitive systems must be embodied to acquire general intelligence.
NeuroEvolution, Novelty Search
Deep Artificial Neural Networks
EEG, Machine Learning
NeuroEvolution (NEAT), RL
NeuroEvolution, Active Inference, FEP
Deep Artificial Neural Networks
We started our acquintance with machine learning and artificial intelligence by developing intelligent non-player characters for a range of mobile games.
Using advanced computer vision techniques we built interactive art installations and interactive promotional stands for well-known international brands. We designed and implemented IoT hardware platforms for Bluetooth proximity marketing installations. We built augmented reality-based installation for motor show exhibition. We designed and implemented the music generation system used on several mass events.
We started with active research and exploration of deep machine learning techniques and algorithms. Our team participated in a multitude of ML/DS contests. We do active research in the area of evolutionary computation and brain-computer interfaces. Our papers were published at arXiv, ResearchGate, Preprints, etc.
We presented our research at the Future Technologies Conference 2017 in Vancouver BC, Canada