1 citations · 6 across the 11 of their papers we have counts for
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Planning from Point Clouds over Continuous Actions for Multi-object Rearrangement
Kallol Saha, Amber Li, Angela Rodriguez-Izquierdo +4
Long-horizon planning for robot manipulation is a challenging problem that requires reasoning about the effects of a sequence of actions on a physical 3D scene. While traditional t…
Lazy Heuristic Search for Solving POMDPs with Expensive-to-Compute Belief Transitions
Muhammad Suhail Saleem, Rishi Veerapaneni, Maxim Likhachev
Heuristic search solvers like RTDP-Bel and LAO* have proven effective for computing optimal and bounded sub-optimal solutions for Partially Observable Markov Decision Processes (PO…
A preprocessing-based planning framework for utilizing contacts in high-precision insertion tasks
Muhammad Suhail Saleem, Rishi Veerapaneni, Maxim Likhachev
In manipulation tasks like plug insertion or assembly that have low tolerance to errors in pose estimation (errors of the order of 2mm can cause task failure), the utilization of t…
Accelerating Search-Based Planning for Multi-Robot Manipulation by Leveraging Online-Generated Experiences
Yorai Shaoul, Itamar Mishani, Maxim Likhachev +1
An exciting frontier in robotic manipulation is the use of multiple arms at once. However, planning concurrent motions is a challenging task using current methods. The high-dimensi…
PINSAT: Parallelized Interleaving of Graph Search and Trajectory Optimization for Kinodynamic Motion Planning
Ramkumar Natarajan, Shohin Mukherjee, Howie Choset +1
Trajectory optimization is a widely used technique in robot motion planning for letting the dynamics and constraints on the system shape and synthesize complex behaviors. Several p…
Preprocessing-based Kinodynamic Motion Planning Framework for Intercepting Projectiles using a Robot Manipulator
Ramkumar Natarajan, Hanlan Yang, Qintong Xie +6
We are interested in studying sports with robots and starting with the problem of intercepting a projectile moving toward a robot manipulator equipped with a shield. To successfull…