Milad Azizkhani

Ph.D. Student in Robotics @ Georgia Tech, Roboticist, Control Theorist

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Robotics Researcher | Control, Optimization, and Learning for Physical Interaction

I am a Ph.D. student in Robotics at the Georgia Institute of Technology, where I work with Dr. Yue Chen in the BM2 Lab. Before joining Georgia Tech, I received my M.Sc. in Mechatronics Engineering from Amirkabir University of Technology and my B.Sc. in Mechanical Engineering from Bu-Ali Sina University.

My research lies at the intersection of control, optimization, and robot interaction under uncertainty. I develop theory-driven methods for modeling, planning, and controlling robotic systems, and validate them through end-to-end implementation on real hardware. My work has focused on contact modeling, trajectory optimization / MPC, and adaptive and passivity-based control, with experimental validation on high-DoF soft and continuum robotic platforms.

More broadly, I am interested in developing sample-efficient, physically grounded, and robust algorithms that combine model-based structure with learning-based adaptation. My long-term goal is to enable robots to learn to control both their internal dynamics and their interaction with the environment, achieving stable and dexterous behavior under uncertainty.

News

Feb 25, 2026 📄 [New Preprint!] Our paper titled Unified Complementarity-Based Contact Modeling and Planning for Soft Robots is now available on arXiv · Project page
Jan 09, 2026 🎓 [Milestone!] I successfully defended my Ph.D. proposal titled Modeling, Planning, and Control of Multi-Section Soft Robots for Contact-Rich Manipulation and Field Deployment.
Dec 18, 2025 🏆 [New Award!] I am pleased to have been selected to receive the prestigious Herbert P. Haley Fellowship for the 2025–2026 academic year from the College of Engineering at Georgia Tech.
May 08, 2025 📄 [New Paper!] Our paper titled Dynamic Task Space Control of Redundant Pneumatically Actuated Soft Robot has been accepted to the IEEE Robotics and Automation Letters (RA-L)!
Read the paper here
Mar 31, 2025 🏆 [New Award!] Honored to receive the Ph.D. Research Excellence Award from Georgia Tech’s Mechanical Engineering Department for outstanding doctoral research.
Read more here
Feb 28, 2025 📄 [New Paper!] Our paper titled Soft Robot Kinematic Control via Manipulability-Aware Redundancy Resolution has been accepted to the ASME Journal of Mechanisms and Robotics (JMR)!
Read the paper here
Nov 19, 2024 🏆 [New Award!] I am honored to have received the prestigious Flowers Family Fellowship in Fall 2024 from the Mechanical Engineering Department at Georgia Tech for the most cited first author publication.
Apr 04, 2024 🎓 [Milestone!] I successfully passed my PhD Qualifying Exam.

Selected Publications (full list | Scholar)

  1. arXiv2026
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    Unified Complementarity-Based Contact Modeling and Planning for Soft Robots
    Milad Azizkhani, and Yue Chen
    arXiv preprint arXiv:2602.21316, 2026
  2. RAL2025
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    Dynamic Task Space Control of Redundant Pneumatically Actuated Soft Robot
    Milad Azizkhani, Shreyas Kousik, and Yue Chen
    IEEE Robotics and Automation Letters, 2025
  3. JMR2025
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    Soft Robot Kinematic Control Via Manipulability-Aware Redundancy Resolution
    Milad Azizkhani, Junhyoung Ha, Anthony L Gunderman, and Yue Chen
    Journal of Mechanisms and Robotics, 2025
  4. RAL2023
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    Dynamic control of soft robotic arm: An experimental study
    Milad Azizkhani, Anthony L Gunderman, Isuru S Godage, and Yue Chen
    IEEE Robotics and Automation Letters, 2023
  5. RAL2022
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    Dynamic control of soft robotic arm: A simulation study
    Milad Azizkhani, Isuru S Godage, and Yue Chen
    IEEE Robotics and Automation Letters, 2022
  6. Mechatronics2022
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    Model reference adaptive control of a soft bending actuator with input constraints and parametric uncertainties
    Milad Azizkhani, Mohammad Zareinejad, and Mohammad A Khosravi
    Mechatronics, 2022