Ariel Kwiatkowski

Ariel Kwiatkowski

PhD Student in Artificial Intelligence

École Polytechnique

About me

I’m a PhD student at the Geometric & Visual Computing (GeoVIC) group at École Polytechnique in France. Working as part of the CLIPE ITN project funded by the European Union, I’m looking into the applications of Multiagent Reinforcement Learning in the area of Crowd Simulation, following up on my previous Master’s work about ad-hoc cooperation in MARL via Theory of Mind.

Interests

  • Artificial Intelligence
  • Crowd Simulation
  • Reinforcement Learning

Education

  • PhD in Artificial Intelligence, 2020-2023

    École Polytechnique

  • M.Sc. (Double Degree) Robotics & Artificial Intelligence, 2018-2020

    Aalto University

  • M.Sc. (Double Degree) ICT Innovation, Autonomous Systems, 2018-2020

    KTH Royal Institute of Technology

  • B.Sc. Physics (Individual Track), 2015-2018

    University of Warsaw

Projects

M.Sc. Thesis @ Aalto University

Improving Ad-Hoc Cooperation in Multiagent Reinforcement Learning via Skill Modeling

B.Sc. Thesis @ University of Warsaw

High frequency airborne temperature measurements analyzed with AI techniques

Skills

Python

Reinforcement Learning

Data Science

Certifications

Natural Language Processing Nanodegree

Courtesy of Covid
See certificate

Deep Reinforcement Learning Nanodegree

Also thanks to Covid
See certificate

Contact

  • 1 rue Honoré d’Estienne d’Orves
    91120 Palaiseau