|Postal Address:||Informatics 6 - Chair of Robotics, Artificial Intelligence and Real-time Systems (Prof. Knoll), Boltzmannstraße 3, 85748 Garching bei München|
|Room:||Raum 8111.01.102, Schleißheimerstraße 90a, 85748 Garching bei München|
|Phone:||+49 (89) 289 - 18083|
Mohammadhossein Malmir received his Bachelor of Science (B.Sc.) degree in Electrical Engineering (Control Systems) from Amirkabir University of Technology (Tehran Polytechnic), Iran in 2014. Afterwards, he continued his studies at Politecnico di Milano, Italy; and received his Master of Science (M.Sc.) degree in Automation and Control Engineering in 2018. He joined the Chair of Robotics, Artificial Intelligence and Real-time Systems as a research assistant in November 2019. He is currently working in the AI4DI project (Artificial Intelligence for Digitizing Industry), developing learning algorithms to control industrial manipulators for a manufacturing task.
- Model-based Reinforcement Learning
- Robust Reinforcement Learning
- Data-driven Robust Control
- Approximate Model Predictive Control
- Autonomous Manipulation Learning
- Sim2Real Transfer
Thesis: Feel free to contact me if you are interested in these research areas in order to discuss about possible topics.
M. Malmir; J. Josifovski; N. Klarmann; A. Knoll: Robust Sim2Real Transfer by Learning Inverse Dynamics of Simulated Systems. 2nd Workshop on Closing the Reality Gap in Sim2Real Transfer for Robotics, Robotics: Science and Systems (R:SS), 2020. [text] , [video]
J. Josifovski; M. Malmir; N. Klarmann; A. Knoll: Continual Learning on Incremental Simulations for Real-World Robotic Manipulation Tasks. 2nd Workshop on Closing the Reality Gap in Sim2Real Transfer for Robotics, Robotics: Science and Systems (R:SS), 2020. [text] , [video]
M. Malmir: LTV-MPC Control of a Drifting Vehicle for Minimum-time Cornering. M.Sc. Thesis, Politecnico di Milano, 2018 [more...]
M. Malmir; M. Baur; L. Bascetta: A Model Predictive Controller for Minimum Time Cornering. International Conference of Electrical and Electronic Technologies for Automotive, 2018 [text]
M. Malmir; S. Boluki; S. Shiry Ghidary: Offensive Positioning Based on Maximum Weighted Bipartite Matching and Voronoi Diagram. RoboCup 2014: Robot World Cup XVIII, Springer-Verlag, 2015 [text]