Learning Configuration Space Belief Model from Collision Checks for Motion Planning

Sumit Kumar, Shushman Choudhary, Siddhartha Srinivasa

For motion planning in high dimensional configuration spaces, a significant computational bottleneck is collision detection. Our aim is to reduce the expected number of collision c…