James Kuffner

About

James Kuffner is a pioneering robotics researcher whose work has fundamentally shaped modern motion planning, manipulation, and humanoid robotics. His landmark 2001 paper on Randomized Kinodynamic Planning, now approaching 3,250 citations, introduced the first randomized framework for trajectory planning under physical constraints — a contribution that remains foundational to robotics curriculum and research worldwide. Building on this foundation, Kuffner developed the Rapidly-Exploring Random Tree (RRT) methodology into increasingly sophisticated forms, including the Multipartite RRT for dynamic environments and constrained planning algorithms like CBiRRT for complex manipulation tasks. His development of OpenRAVE, an open-source autonomous robotics planning architecture, democratized access to high-quality motion planning tools for researchers globally. Equally notable is his work on humanoid locomotion, particularly footstep planning for Honda's ASIMO robot, bridging theoretical planning with real-world legged systems. His contributions to robotic manipulation span grasping, task space constraints, and home robotics, exemplified by the HERB robotic butler project and the cloud-based Dex-Net grasp planning framework. Collectively accumulating over 6,300 citations across his top papers, Kuffner's research has shaped how robots perceive, plan, and interact with the physical world.

Research Focus

Key Achievements

Top Papers

1. 1
   Randomized Kinodynamic Planning

   3,241 citations · 2001
2. 2
   Automated construction of robotic manipulation programs

   474 citations · 2010
3. 3
   OpenRAVE: A Planning Architecture for Autonomous Robotics

   385 citations · 2008
4. 4
   Footstep Planning for the Honda ASIMO Humanoid

   384 citations · 2006
5. 5
   Dex-Net 1.0: A cloud-based network of 3D objects for robust grasp planning using a Multi-Armed Bandit model with correlated rewards

   374 citations · 2016
6. 6
   Task Space Regions

   371 citations · 2011
7. 7
   HERB: a home exploring robotic butler

   310 citations · 2009
8. 8
   Manipulation planning on constraint manifolds

   301 citations · 2009
9. 9
   Multipartite RRTs for Rapid Replanning in Dynamic Environments

   268 citations · 2007
10. 10
    Dynamically-Stable Motion Planning for Humanoid Robots

    268 citations · 2002

Key Collaborators

Contact & Links