Roman Dumitrescu

About

Roman Dumitrescu is a leading researcher at the intersection of mechatronics, autonomous systems, and intelligent robotics. His work spans from biomimetic prosthetics to agricultural automation and space robotics, consistently pushing the boundaries of what autonomous machines can achieve. Dumitrescu’s most cited paper, “Hybrid-Actuated Finger Prosthesis with Tactile Sensing” (2013, 20 citations), introduced a novel approach to dexterous, sensor-rich prosthetic fingers that combine mechanical precision with tactile feedback. He further advanced field robotics with “Terrain Classification for Track-driven Agricultural Robots” (2014, 19 citations), enabling robots to adapt to complex outdoor environments for precision farming. In “A design methodology for deep reinforcement learning in autonomous systems” (2020, 13 citations), Dumitrescu provided a structured framework for integrating deep RL into mobile robot navigation, addressing a core challenge in autonomous mobility. His contributions to space robotics include a specification technique for virtual testbeds (2018), and he has also developed the miniature BeBot platform (2011) for testing self-x properties like self-configuration and self-healing. With additional work in 5G-enabled teleoperation and collaborative humanoid soccer robots, Dumitrescu’s research demonstrates a rare ability to bridge theoretical design methodologies with practical, high-impact robotic systems.

Research Focus

Key Achievements

Top Papers

1. 1
   Hybrid-Actuated Finger Prosthesis with Tactile Sensing

   20 citations · 2013
2. 2
   Terrain Classification for Track-driven Agricultural Robots

   19 citations · 2014
3. 3
   A design methodology for deep reinforcement learning in autonomous systems

   13 citations · 2020
4. 4
   "Specification Technique for Virtual Testbeds in Space Robotics"

   6 citations · 2018
5. 5
   Miniature robot BeBot: Mechatronic test platform for self-x properties

   6 citations · 2011
6. 6
   Strategy planning for collaborative humanoid soccer robots based on principle solution

   3 citations · 2012
7. 7
   Teleoperation of an Industrial Robot using Public Networks and 5G SA Campus Networks

   2 citations · 2022
8. 8
   Principle Solution for Designing Collaborative Humanoid Soccer Robots

   2 citations · 2012

Key Collaborators

Contact & Links