Dmitry Berenson

About

Dmitry Berenson is a leading roboticist whose research spans manipulation planning, human-robot collaboration, and autonomous systems. Working at the intersection of motion planning and practical robotics, he has made foundational contributions that have shaped how robots interact with complex, real-world environments. Berenson's early work established critical frameworks for constrained manipulation planning. His Constrained Bi-directional RRT algorithm (301 citations) and Task Space Regions framework (371 citations) gave robots principled methods for navigating configuration spaces under real-world constraints—work that remains highly influential in the field. His contributions to HERB, the home exploring robotic butler (310 citations), demonstrated these ideas in domestic settings, pushing the boundary of autonomous household robotics. His research has also advanced human-robot collaboration, with his early-prediction framework for collaborative manipulation (302 citations) enabling safer, more fluid interaction between humans and robots. His analysis of the Amazon Picking Challenge (425 citations) provided the community with invaluable insights into autonomous warehouse robotics. More recently, his survey on deformable object manipulation (244 citations) has helped define a rapidly growing frontier in the field. With over 2,700 citations across his most impactful work alone, Berenson's research consistently bridges theoretical rigor with real-world robotic application, making him an essential voice in modern robotics.

Research Focus

Key Achievements

Top Papers

1. 1
   Analysis and Observations From the First Amazon Picking Challenge

   425 citations · 2016
2. 2
   Task Space Regions

   371 citations · 2011
3. 3
   HERB: a home exploring robotic butler

   310 citations · 2009
4. 4
   Human-robot collaborative manipulation planning using early prediction of human motion

   302 citations · 2013
5. 5
   Manipulation planning on constraint manifolds

   301 citations · 2009
6. 6
   Object recognition and full pose registration from a single image for robotic manipulation

   279 citations · 2009
7. 7
   Challenges and Outlook in Robotic Manipulation of Deformable Objects

   244 citations · 2022
8. 8
   A robot path planning framework that learns from experience

   211 citations · 2012
9. 9
   Grasp planning in complex scenes

   186 citations · 2007
10. 10
    Humanoid motion planning for dual-arm manipulation and re-grasping tasks

    167 citations · 2009

Key Collaborators

Contact & Links