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researcher

Dustin J. Webb

3 papers hereh-index 52.9k citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.RO1
  • cs.SC1

identity via Semantic Scholar / OpenAlex

activity
20122020
most citedKinodynamic RRT*: Optimal Motion Planning for Systems with Linear Differential Constraints

65 citations · 65 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2020

Consensus Driven Learning

Kyle Crandall, Dustin Webb

As the complexity of our neural network models grow, so too do the data and computation requirements for successful training. One proposed solution to this problem is training on a…

cs.SC2016

Theano: A Python framework for fast computation of mathematical expressions

The Theano Development Team, Rami Al-Rfou, Guillaume Alain +110

Theano is a Python library that allows to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Since its introduction, it has bee…

cs.RO2012★ 65 cited

Kinodynamic RRT*: Optimal Motion Planning for Systems with Linear Differential Constraints

Dustin J. Webb, Jur van den Berg

We present Kinodynamic RRT*, an incremental sampling-based approach for asymptotically optimal motion planning for robots with linear differential constraints. Our approach extends…

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