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Machine Learning project kicks off

AuthorsBogaert, H., Mak, B., Polo, J.
Conference/JournalMARIN Report 136
Date28 jun. 2023
MARIN has launched AI Sail, a pilot project examining machine learning. In this project, we will let an algorithm learn to sail an Optimist in our simulation and test environments with the overall objective of exploring the possibilities (and limitations) of Reinforcement Learning (RL) to control dynamic systems. This pioneering project will bring RL from simulation exercises into the physical world.
In our Strategy Plan 2022-2025 "Beyond the horizon" we have adopted challenging perspectives for the future of the maritime sector and one of them is taking the lead in artificial intelligence (AI), with the sea effectively deployed as a ‘digital lab’. This is not because we intend to create a maritime future full of emotionless robots but because we recognise how powerfully AI can support human decisions, from design to operations.

Contact

Contact person photo

Hannes Bogaert

President

Bart Mak

Senior Researcher

Julio Polo

Project Manager

Dedicated AI research

We have been actively working on AI since 2017 and today, we have a dedicated research programme on data science and AI, where we introduce AI techniques to the maritime domain. Combining our data science and domain expertise, we develop knowledge about how to apply these techniques to practical problems through different research projects.
MARIN AI Sail project

We will let an algorithm learn to sail an Optimist in our simulation

Work On AI Sail