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Mohammad R. Yousefi

2 accepted papers

2021

Multitask and Transfer Learning of Geometric Robot Motion

IROS 2021poster

When a learning solution is needed for different robots, a model is often trained for each robot geometry, even if the robotic task is the same and the robots are structurally similar. In this paper, we address the problem of transfer learning of swept volume predictors for the motion of articulated…

Cited by 0SourceScholar
2020

Deep Prediction of Swept Volume Geometries: Robots and Resolutions

IROS 2020poster

Computation of the volume of space required for a robot to execute a sweeping motion from a start to a goal has long been identified as a critical primitive operation in both task and motion planning. However, swept volume computation is particularly challenging for multi-link robots with geometric…

Cited by 13SourceScholar