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Zahiruddin Mahammad

3 accepted papers

2025

IMRL: Integrating Visual, Physical, Temporal, and Geometric Representations for Enhanced Food Acquisition

ICRA 2025

Robotic assistive feeding holds significant promise for improving the quality of life for individuals with eating disabilities. However, acquiring diverse food items under varying conditions and generalizing to unseen food presents unique challenges. Existing methods that rely on surface-level geome

Cited by 9SourcecodeScholar
2025

Sketch-to-Skill: Bootstrapping Robot Learning with Human Drawn Trajectory Sketches

RSS 2025poster

Training robotic manipulation policies traditionally requires numerous demonstrations and/or environmental rollouts. While recent Imitation Learning (IL) and Reinforcement Learning (RL) methods have reduced the number of required demonstrations, they still rely on expert knowledge to collect high-qu…

Cited by 1PDFScholar
2025

WireFlie: A Novel Obstacle-Overcoming Mechanism for Autonomous Transmission Line Inspection Drones

RA-L 2025

Robotic inspection of transmission lines presents significant challenges due to the complexity of navigating along the wires. Existing systems often rely on either flight modes for visual inspection or articulated crawling mechanisms for contact-based inspection. However, these approaches face limit

Cited by 2SourceScholar