I am a Behavior Planning Software Engineer at Embark Trucks. I got my Ph.D. from Utah Robotics Center, University of Utah, under supervision of Prof. Tucker Hermans (Utah Learning Lab for Manipulation Autonomy (LL4MA Lab)) and Prof. Andrew Merryweather (Laboratory of Ergonomics and Safety). As a roboticist, I am very passionate about probabilistic robotics, especially human-aware planning for autonomous systems. My Ph.D. research includes robot learning, mobile manipulation planning and risk-aware planning.
Previously, in my masters at Human and Robot Interaction Laboratory (TaarLab), I have worked on collision-free motion planning using model predictive control approach and implemented several methods on various robots including mobile robots, parallel and serial manipulators.
Out of robotics world, I love baking, oil painting and hiking.
Email: sabbaghnovin@gmail.com
PhD, Mechanical Eng.- Robotics, 2020
University of Utah
MSc, Mechatronics Eng., 2015
University of Tehran
BSc, Mechanical Eng., 2011
Sharif University of Technology
Date | Description |
---|---|
October 2021 | Received the Outstanding Graduate Student Researcher of the Year Award 2020-2021 from the Department of Mechanical Engineering at University of Utah |
September 2021 | Our paper titled “Ergonomically Intelligent Physical Human-Robot Interaction: Postural Estimation, Assessment, and Optimization” got accepted to AI-HRI 2021 |
July 2021 | Our short paper titled “DULA: A Differentiable Ergonomics Model for Postural Optimization in Physical HRI” got accepted to RSS 2021 workshop Robotics For People: Perspectives on Interaction, Learning and Safety |
June 2021 | Our paper titled “Is The Leader Robot an Adequate Sensor for Posture Estimation and Ergonomic Assessment of A Human Teleoperator?” got accepted to IEEE CASE 2021 |
May 2021 | Joined Embark Trucks as a Behavior Planning Software Engineer |
February 2021 | Our paper titled “Risk-Aware Decision Making in Service Robots to Minimize Risk of Patient Falls in Hospitals” got accepted to ICRA 2021 (Video) |
December 2020 | Our extended abstract on “Posture Estimation and Postural Optimization in Teleoperation” is selected for presentation at the HRI Pioneers 2021 as a part of the IEEE/ACM HRI conference |
December 2020 | Our paper titled “A Model Predictive Approach for Online Mobile Manipulation of Nonholonomic Objects using Learned Dynamics” got accepted to IJRR |
December 2020 | Passed my PhD dissertation defense (Video) |
November 2020 | Collaborative paper on hospital room layout optimization is accepted to ICORES 2021 |
October 2020 | Our work on computational model of patients fall risk is featured by University of Utah, College of Engineering |
September 2020 | Our paper on patient fall risk evaluation got published in HERD journal |
More >> |
Risk-aware decision making to prevent high fall risk ambulation of patients
Postural Optimization for Ergonomically Intelligent Teleoperation Systems
Optimization of hospital room layout with respect to patient fall risk
Development of a patient fall risk model for hospital room
Optimal Manipulation Planning for a mobile robot using Learned Objects Dynamic Models
Human posture estimation from a haptic device based on a partially-observable dynamic model
Hybrid force/position control of an ankle foot simulator
Fault-tolerant and collision-free motion planning of serial robots
Collision-Free optimal path planning of serial robots using MPC and convex optimization
PGNGN algorithm for determining singularity-free workspace of parallel robots
RRT for Quadrotor Motion Planning with Danger Zones in the Environment
Object Recognition Using CNN
Visual odometery using monocular camera and Kinect sensor for outdoor and indoor localization and map generation of a mobile robot