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Gregory Dudek

23 papers hereh-index 15823 citations86 works total

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

author position
  • middle author3
  • last author19

Across the 22 of 23 papers where every author was matched, so the position is known.

fields
  • cs.RO9
  • cs.LG6
  • cs.NI5
  • cs.AI2
  • cs.NE1
same name
  • Gregory Dudek — 13 papers, h 5
  • Gregory Dudek — 10 papers, h 1
  • Gregory Dudek — 6 papers, h 3
  • Gregory Dudek — 1 paper
  • Gregory Dudek — 1 paper, h 4
  • Gregory Dudek — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedBayesian Q-learning With Imperfect Expert Demonstrations

3 citations · 9 across the 20 of their papers we have counts for

collaborators
Showing 2020Show all

3 papers · 1 filter

cs.RO2020

Multimodal dynamics modeling for off-road autonomous vehicles

Jean-François Tremblay, Travis Manderson, Aurélio Noca +2

Dynamics modeling in outdoor and unstructured environments is difficult because different elements in the environment interact with the robot in ways that can be hard to predict. L…

cs.RO2020

Vision-Based Goal-Conditioned Policies for Underwater Navigation in the Presence of Obstacles

Travis Manderson, Juan Camilo Gamboa Higuera, Stefan Wapnick +4

We present Nav2Goal, a data-efficient and end-to-end learning method for goal-conditioned visual navigation. Our technique is used to train a navigation policy that enables a robot…

cs.RO2020

One-Shot Informed Robotic Visual Search in the Wild

Karim Koreitem, Florian Shkurti, Travis Manderson +3

We consider the task of underwater robot navigation for the purpose of collecting scientifically relevant video data for environmental monitoring. The majority of field robots that…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.