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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 99Source ↗Scholar ↗
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 35Source ↗Scholar ↗