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Onur Beker

2 accepted papers

2025

A Smooth Analytical Formulation of Collision Detection and Rigid Body Dynamics With Contact

IROS 2025

Generating intelligent robot behavior in contact-rich settings is a research problem where zeroth-order methods currently prevail. A major contributor to the success of such methods is their robustness in the face of non-smooth and discontinuous optimization landscapes that are characteristic of con

Cited by 5SourceScholar
2022

PALMER: Perception - Action Loop with Memory for Long-Horizon Planning

NeurIPS 2022accept

To achieve autonomy in a priori unknown real-world scenarios, agents should be able to: i) act from high-dimensional sensory observations (e.g., images), ii) learn from past experience to adapt and improve, and iii) be capable of long horizon planning. Classical planning algorithms (e.g. PRM, RRT) a…

Cited by 4SourcePDFScholar