Daniel Souto

About

Daniel Souto is a robotics researcher whose work spans cognitive architectures, autonomous systems, and maritime robotics. His most influential contribution, the Multilevel Darwinist Brain (MDB), introduced an evolutionary cognitive architecture enabling real robots to adapt autonomously throughout their operational lifetimes — a landmark work that has garnered over 100 citations and remains a foundational reference in bio-inspired robot learning. Souto has also made significant practical contributions to industrial and maritime robotics, designing autonomous climbing and underwater robots for ship hull maintenance, including the innovative Lappa robot, which achieves adhesion on non-magnetic hulls — a notably difficult engineering challenge. His grit-blasting robot research, accumulated across multiple papers with nearly 70 combined citations, addresses hazardous shipyard operations through intelligent automation. Running alongside these applied efforts is a sustained interest in modular robotic architectures, exploring how reconfigurable designs can accelerate robot deployment in dynamic industrial environments. More recently, Souto has engaged with robotics education, contributing to STEAM-based curricula for high school students using the Robobo platform. Together, his body of work reflects a researcher who bridges theoretical adaptability in robotics with real-world engineering impact.

Research Focus

Key Achievements

Top Papers

1. 1
   Multilevel Darwinist Brain (MDB): Artificial Evolution in a Cognitive Architecture for Real Robots

   102 citations · 2010
2. 2
   A Robot for the Unsupervised Grit-Blasting of Ship Hulls

   39 citations · 2012
3. 3
   Lappa: A new type of robot for underwater non-magnetic and complex hull cleaning

   33 citations · 2013
4. 4
   Development of a climbing robot for grit blasting operations in shipyards

   31 citations · 2009
5. 5
   An evolution friendly modular architecture to produce feasible robots

   20 citations · 2014
6. 6
   Morphologically intelligent underactuated robot for underwater hull cleaning

   14 citations · 2015
7. 7
   STEAM Approach to Autonomous Robotics Curriculum for High School Using the Robobo Robot

   10 citations · 2019
8. 8
   Towards an Evolutionary Design of Modular Robots for Industry

   9 citations · 2011
9. 9
   Designing a modular robotic architecture for industrial applications

   2 citations · 2013

Key Collaborators

Contact & Links