2 citations · 6 across the 11 of their papers we have counts for
20 papers
Optimal Constrained Task Planning as Mixed Integer Programming
Alphonsus Adu-Bredu, Nikhil Devraj, Odest Chadwicke Jenkins
For robots to successfully execute tasks assigned to them, they must be capable of planning the right sequence of actions. These actions must be both optimal with respect to a spec…
NARF22: Neural Articulated Radiance Fields for Configuration-Aware Rendering
Stanley Lewis, Jana Pavlasek, Odest Chadwicke Jenkins
Articulated objects pose a unique challenge for robotic perception and manipulation. Their increased number of degrees-of-freedom makes tasks such as localization computationally d…
Probabilistic Inference in Planning for Partially Observable Long Horizon Problems
Alphonsus Adu-Bredu, Nikhil Devraj, Pin-Han Lin +2
For autonomous service robots to successfully perform long horizon tasks in the real world, they must act intelligently in partially observable environments. Most Task and Motion P…
Differentiable Nonparametric Belief Propagation
Anthony Opipari, Chao Chen, Shoutian Wang +3
We present a differentiable approach to learn the probabilistic factors used for inference by a nonparametric belief propagation algorithm. Existing nonparametric belief propagatio…
Robotics Enabling the Workforce
Henrik Christensen, Maria Gini, Odest Chadwicke Jenkins +1
Robotics has the potential to magnify the skilled workforce of the nation by complementing our workforce with automation: teams of people and robots will be able to do more than ei…
Next Wave Artificial Intelligence: Robust, Explainable, Adaptable, Ethical, and Accountable
Odest Chadwicke Jenkins, Daniel Lopresti, Melanie Mitchell
The history of AI has included several "waves" of ideas. The first wave, from the mid-1950s to the 1980s, focused on logic and symbolic hand-encoded representations of knowledge, t…