About me

I’m a research and teaching assistant at Warsaw University of Technology, Faculty of Electronics and Information Technology, Institute of Computer Science, Artificial Intelligence Division.

Research interests

• Optimization
  • Evolutionary algorithms
  • Search algorithms (Game Tree Search Algorithms library)
• Machine learning
  • Neural networks
  • Reinforcement learning

Publications (Scholar)

2017, Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments

2014, Master’s thesis, DE/mid – new variant of differential evolution algorithm using the midpoint of the population