Ioan A. Şucan

Experience-based planning with sparse roadmap spanners

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…