Control Systems LabThe CSLab belongs to the Mechanical Engineering School (ME) of the National Technical University of Athens (NTUA), at the Zografou campus. The CSLab is a part of the Department of Mechanical Design and Control Systems (MD&CS) of ME. |
Hello, I am Thanasis Mastrogeorgiou
Computer Scientist, M.Sc.
I am currently undertaking my Ph.D. @ the Control Systems Lab of NTUA, under the supervision of Professor Evangelos G. Papadopoulos. Μy research is focused on perception, motion planning, and control for biomimetic legged robots so that they can handle rough terrains and slopes.
I received a 4-year BSc in Applied Informatics at the University of Macedonia in Thessaloniki (Greece) in 2008, an MSc in Artificial Intelligence at the University of Edinburgh (UK) in 2009 & an MSc in Automation at the National Technical University of Athens (Greece), in 2013. Since 2018, I have been working as a Senior Robotics Engineer in Greece and abroad. Throughout these years, I have developed a solid background in the Robot Operating System (ROS) using C++, embedded systems (TI Industrial Development Kits, Jetson SBCs, etc), and multibody dynamics simulation software (MSC Adams, Gazebo, MuJoCo).
Personal Info
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date of birthJanuary 17, 1986
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emailmastrothanasis@gmail.com
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addressPetralona, Athens, GREECE
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phone+30-210-772-3512
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websitemastrogeorgiou.gr
- All
- Wheeled Robots
- Legged Robots
- Drones
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Visual servoing
using mecanum wheels
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MSC Adams simulation
using detailed CAD files
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Evaluating Deep Reinforcement Learning Algorithms
Second Prize Award
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Slope Handling for Quadruped Robots Using Deep Reinforcement Learning
IROS 2020
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EtherCAT Master for Laelaps II Quadruped
ROS WORLD 2020
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Learning Bipedal Locomotion using Finite State Machines
M.Sc. Thesis
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Evaluation of the Webots robot simulation environment
M.Sc. Thesis
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Navigation using potential fields
B.Sc. Thesis
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Building FPV drones
Personal project
Volunteering
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General Secretariat for Youth
Website
2011Worked voluntarily in the Hellenic Post Office of Hydra during the summer season. This was part of the Hellenic Ministry of Transport and Communications “Holidays and volunteering” program.
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ARSIS – Association for the Social Support of Youth
Website
2017Teaching Computer Essentials at the Association for the Social Support of Youth (ARSIS). ARSIS is a Non Governmental Organization, specializing in the social support of youth that are in difficulty or danger and in the advocacy of their rights.
Personal Interests
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Martial Arts
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Photography
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Mountain Climbing
You can download my CV in PDF form
Education
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PhD Candidate
National Technical University of Athens, Athens (Greece)
2016 - PresentRobotics: Perception, motion planning and control for biomimetic legged robots.
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Interdepartmental Program of Postgraduate Studies in Automation
National Technical University of Athens, Athens (Greece)
2011 - 2013Dissertation Title: Evaluation of the Webots robot simulation environment during quadruped robot motions, and comparison with alternative software.
Project Achievement: The project's goal was to build a Webots model of the lab's (NTUA CSL) Quadruped Robot and using Matlab programmed controllers perform a number of tests on various terrains in order to evaluate the software and the controllers. -
MSc in Artificial Intelligence
University of Edinburgh, Edinburgh (United Kingdom)
2008 - 2009Dissertation Title: Learning Bipedal Locomotion Using Finite State Machines
Project Achievement: Building a framework that performs motion processing on demonstrated data, and reveals the information necessary, in order to “rig” a motion on an FSM representation. -
Bsc (4-year) in Applied Informatics
University of Macedonia, Thessaloniki (Greece)
2003 - 2008Dissertation Title: Autonomous Robot Navigation Within The Microsoft Robotics Developer Studio Simulation Environmen
Project Achievement: Analysing and evaluating the MRDS platform by setting up various robot navigation scenarios. Another important outcome of this project was a manual for the MRDS (in Greek) which can later be used by the university students on future projects.
Languages
• German: B2 (Independent user)
• English: C2 (Proficient user)
• Greek: Native
Common European Framework of Reference for Languages
Work Experience
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Senior Robotics Engineer
Jan 2021 - presentTWI Hellas Ltd.
Halandri, GREECE
Project
SOFTGRIP - Functionalised Soft robotic gripper for delicate produce harvesting powered by imitation learning-based control.
AUTOPSY - Smart multi drone inspection system for critical energy infrastructures.
GRINNER - Improving waste management through an AI-powered detection system of batteries utilizing data from X-Ray detectors and pick-and-place robots.
PARSEC - Parcel and letter security for postal and express courier flows.
PALPABLE - Multi sensing tool for Minimally Invasive Surgery.
TUBERS – Scalable and Modular robotic tools for pipeline inspection and repair
INSIGHT (Ενόραση) - Eνοποιημένο ρομποτικό σύστημα αυτόνομης επιθεώρησης και διάγνωσης βλαβών σε ΚΥΤ και υποσταθμούς.
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Robotics Software Engineer
Dec 2019 - Feb 2021CiTARD Services Ltd.
Nicosia, CYPRUS
Project
ENDORSE - Safe, Efficient & Integrated Indoor Robotic Fleet for Logistic Applications in Healthcare & Commercial Spaces.
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Researcher @ Legged Robots Team NTUA
2014 - PresentProjects
ARGOS - Agile multifunctional quadruped Robot for all-terrain precision aGriculture applicatiOnS.
INTELLICONT - Development and Manufacturing of Intelligent Lightweight Composite Aircraft Container.
DAAD - Perspectives for Control of Complex Robots.
THALES - Biomimetic Legged Robots Operating in Rough Environments.
HEXATERRA - The development of a modular ‘stepping locomotion’ system for installation on subsea trenching machines used for subsea energy cable burial.
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Robotics Software Engineer
May 2018 - Dec 2019IKNOWHOW S.A.
Athens, GREECE
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Freelance Computer Programmer
Sept 2013 - PresentComputer Programmer | Web Developer.
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Computer Systems Maintenance Technician
Sept 2009 - Dec 2010Panemporiki Agriniou S.A.
Agrinio, GREECE
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Training Consultant
2006Infosystem” international exhibition for computer science, telecommunications and digital technology, Thessaloniki (Greece)
Thessaloniki, GREECE
Project
Representing University of Macedonia I was responsible for informing the public on broadband services using specific demonstration scenarios (video streaming, video conference, distant learning, etc.).
Communication skills
• Excellent oral and written communication skills (presentations, experience abroad, personal interaction and written correspondence).
• Participation in various teams and ability to adapt to multicultural environments.
• Experience in both individual and team work
Ιnternational
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Stavrakakis, O., Mastrogeorgiou, A., Smyrli, A., and Papadopoulos, E., “Guidelines For Optimal Human Mesh Generation Using Deep Learning-Driven Avatar Reconstruction For Gait Analysis,” Proc. IEEE/RAS 23rd International Conference on Humanoid Robots (Humanoids), Nancy, France, Nov. 22-14, 2024.
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Zarras, I., Mastrogeorgiou, A., Machairas, K., Koutsoukis, K., and Papadopoulos, E., “A Vineyard Inspection And 3D Reconstruction Framework For Agricultural Robots,” IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS '24), Abu Dhabi, UAE, Oct. 14-18, 2024.
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C. Kokas, A. Mastrogeorgiou, K. Machairas, K. Koutsoukis and E. Papadopoulos, "Multicamera Visual SLAM For Vineyard Inspection," 2024 32nd Mediterranean Conference on Control and Automation (MED), Chania - Crete, Greece, 2024, pp. 75-80, doi: 10.1109/MED61351.2024.10566198.
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N. Pagliarani, C. Tzafestas, E. Papadopoulos, P. Maragos, A., Mastrogeorgiou, A. Porichis, H. Grogan, R. Ehrhardt, and M. Cianchetti, "SoftGrip: Towards a Soft Robotic Platform for Automatized Mushroom Harvesting," 2024 European Robotics Forum (ERF), Rimini, Italy, 2024.
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O. Stavrakakis, A. Mastrogeorgiou, A. Smyrli and E. Papadopoulos, "Gait Analysis with Trinocular Computer Vision Using Deep Learning," 2023 IEEE International Conference on Image Processing Challenges and Workshops (ICIPCW), Kuala Lumpur, Malaysia, 2023, pp. 3702-3706, doi: 10.1109/ICIPC59416.2023.10328370.
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Mastrogeorgiou, A., and Smyrli, K., “Markerless Motion Analysis,” European Society for Movement analysis in Adults and Children (ESMAC '23), Athens, Greece, September 18 – 23, 2023.
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Mavridis, P., Mavrikis, N., Mastrogeorgiou, A., and Chatzakos, P., “Low-cost, accurate robotic harvesting system for existing mushroom farms,” Proc. 2023 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM '23), Seattle, USA, June 28 – 30, 2023.
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Geladaris, A., Papakostas, L., Mastrogeorgiou, A., Sfakiotakis, M., Polygerinos, P., “Real-Time Local Map Generation and Collision-Free Trajectory Planning for Autonomous Vehicles in Dynamic Environments,” IEEE 3rd International Conference on Control, Artificial Intelligence, Robotics and Optimization (ICCAIRO '23), Ierapetra, Greece, April, 2023.
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Mastrogeorgiou, A., Papatheodorou, A., Koutsoukis, K., Papadopoulos, E., “Learning energy-efficient trotting for legged robots,” CLAWAR 2022, Ponta Delgada, Portugal, September 12-14 2022.
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Mavridis, P., Mastrogeorgiou, A., Chatzakos, P., “Mushroom Detection and Pose Estimation Using Instance Segmentation and Model Fitting,” IEEE International Conference on Robotics and Automation (ICRA ’22) Workshop on Agricultural Robotics and Automation, Philadelphia, USA, May 23-27, 2022.
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Papatheodorou, A., Mastrogeorgiou, A., Machairas, K., Koutsoukis, K., Papadopoulos, E., “Middleware interconnecting ROS/ROS2 with the EtherCAT protocol,” ROS World 2021, Virtual.
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Papatheodorou, A., Mastrogeorgiou, A., Machairas, K., Koutsoukis, K., Papadopoulos, E., “EtherCAT Master for Laelaps II Quadruped,” ROS World 2020, Virtual.
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Mastrogeorgiou, A., Elbahrawy, Y., Kecskeméthy, A., Papadopoulos, E., “Slope Handling for Quadruped Robots Using Deep Reinforcement Learning and Trajectory Planning,” IEEE/RSJ International Conference on Intelligent Robots and Systems, (IROS ’20), 25 - 29 October 2020, Las Vegas, NV, USA.
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Mastrogeorgiou, A., Elbahrawy, Y., Machairas, K., Papadopoulos, E., “Evaluating deep reinforcement learning algorithms for quadrupedal slope handling, ” Proc. 23rd International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines, (CLAWAR ’20), 24 - 26 August 2020, Moscow, Russia. Second Prize Award.
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Bolanakis G., Machairas, K., Koutsoukis, K., Mastrogeorgiou, A., Loupis, M., and Papadopoulos, E., “Automating Loading and Locking of New Generation Air-cargo Containers,” Proc. 9th EASN International Conference on “Innovation in Aviation & Space”, Sept. 3-6 2019, Athens, Greece.
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Mastrogeorgiou, A., Smyrli, A., Papadopoulos, E., Kecskeméthy, A, Gegenbauer, S., “Application of OpenPose deep learning algorithm for gait parameter identification,” ECCOMAS Thematic Conference on Multibody Dynamics, Duisburg, Germany, July 15 - 18, 2019.
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Mastrogeorgiou, A., Koutsoukis, K., Machairas, K., “Towards a controller for quadrupedal locomotion on compliant terrains,” Dynamic Walking Conference 2018, Pensacola, Florida, USA.
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Mastrogeorgiou, A. and Papadopoulos, E., “Towards an Enhanced Controller for Stable Slope Climbing,” in ECCOMAS Thematic Conference on Multibody Dynamics, June 29 - July 2, 2015, Barcelona, Catalonia, Spain.
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Mastrogeorgiou, A., “Learning Bipedal Locomotion using Finite State Machines,” MSc Thesis, School of Informatics, University of Edinburgh, Edinburgh, UK, 2009. (Supervisor: I. Havoutis).
National
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Τασούλα Καραϊσκάκη, «Ρομπότ με αντίληψη, το στοίχημα στο ΕΜΠ», Εφημερίδα Καθημερινή, σελ. 8, 21 Ιανουαρίου 2020.
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Αντριάννα Παρασκευοπούλου, «Βραδιά Ερευνητή 2019», ΕΡΤ 1 Δελτίο Ειδήσεων στις 9, απευθείας μετάδοση, Παρασκευή 28 Σεπτεμβρίου 2019, 9:30 μμ.
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Παπαδόπουλος, Ε., Μαχαιράς Κ., Κουτσούκης Κ., Μαστρογεωργίου Α., Μακροδημήτρης Μ., Σωτηρόπουλος Μ. και Βάλβης Ι., «Ρομποτικά συστήματα με έμπνευση από τη φύση>», Περιοδικό Μετάδοση Ισχύος, Αυτοματισμός, Τεύχος 224, Νοέμβριος-Δεκέμβριος 2018, σελ.34-37.
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Mastrogeorgiou, A., “Evaluation of the Webots robot simulation environment during quadruped robot motions, and comparison with alternative software,” MSc Thesis, Interdepartmental Program of Postgraduate Studies in Automation, National Technical University of Athens, Athens, Greece, 2013. (Supervisor: E. G. Papadopulos).
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Mastrogeorgiou, A., “Autonomous Robot Navigation Within The Microsoft Robotics Developer Studio Simulation Environment,” BSc Thesis, Department of Applied Informatics, University of Macedonia, Thessaloniki, Greece, 2008. (Supervisor: D. Hristu - Varsakelis).
Artificial IntelligenceThis programme is taught at the UK’s longest established centre for artificial intelligence. Research draws on neuroscience, cognitive science, linguistics, computer science, mathematics, statistics and psychology to span knowledge representation and reasoning, the study of brain processes and artificial learning systems, computer vision, mobile and assembly robotics, music perception and visualisation |
Applied InformaticsAccording to the Establishing act of the Department of Applied Informatics, its mission is to promote and further develop the science of informatics, with special emphasis on the development of systems for managerial and economic applications and the training of high level executives for the country's needs. |
Robot Operating System - ROSThe Robot Operating System (ROS) is a flexible framework for writing robot software. It is a collection of tools, libraries, and conventions that aim to simplify the task of creating complex and robust robot behavior across a wide variety of robotic platforms. |
GazeboGazebo offers the ability to accurately and efficiently simulate populations of robots in complex indoor and outdoor environments. At your fingertips is a robust physics engine, high-quality graphics, and convenient programmatic and graphical interfaces. Best of all, Gazebo is free with a vibrant community. |
Cyberbotics - WebotsWebots is a development environment used to model, program and simulate mobile robots. With Webots the user can design complex robotic setups, with one or several, similar or different robots, in a shared environment. The robot behavior can be tested in physically realistic worlds. |
MSC AdamsMultibody Dynamics Simulation. Adams is the most widely used multibody dynamics and motion analysis software in the world. Adams helps engineers to study the dynamics of moving parts, how loads and forces are distributed throughout mechanical systems, and to improve and optimize the performance of their products. |
QtQt is a cross-platform application development framework for desktop, embedded and mobile. Supported Platforms include Linux, OS X, Windows, Android, and others. Qt is a framework written in C++. A preprocessor, the MOC (Meta-Object Compiler), is used to extend the C++ language with features like signals and slots. |
Control Systems Lab, Building M, Mechanical Engineering
Department,
National Technical University of Athens
- 9 Heroon Polytechniou Street, Zografou, Athens 15700, GREECE
- +30 210 772 3512
- mastrothanasis@gmail.com
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