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David Coleman

2 accepted papers

2015

Experience-based planning with sparse roadmap spanners

ICRA 2015poster

We present an experience-based planning framework called Thunder that learns to reduce computation time required to solve high-dimensional planning problems in varying environments. The approach is especially suited for large configuration spaces that include many invariant constraints, such as thos…

Cited by 99SourceScholar
2015

Simultaneous localization, mapping, and manipulation for unsupervised object discovery

ICRA 2015poster

We present an unsupervised framework for simultaneous appearance-based object discovery, detection, tracking and reconstruction using RGBD cameras and a robot manipulator. The system performs dense 3D simultaneous localization and mapping concurrently with unsupervised object discovery. Putative obj…

Cited by 35SourceScholar