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researcher

J. Bagnell

64 papers hereh-index 6529.3k citations219 works total

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

author position
  • middle author33
  • last author28

Across the 61 of 64 papers where every author was matched, so the position is known.

fields
  • cs.LG40
  • cs.RO14
  • cs.AI3
  • cs.CV3
  • cs.GT3
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedAn Algorithmic Perspective on Imitation Learning

382 citations · 978 across the 50 of their papers we have counts for

collaborators
Showing 2010Show all

1 paper · 1 filter

cs.LG2010

A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning

Stephane Ross, Geoffrey J. Gordon, J. Andrew Bagnell

Sequential prediction problems such as imitation learning, where future observations depend on previous predictions (actions), violate the common i.i.d. assumptions made in statist…

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