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researcher

Emmanuel Pignat

9 papers hereh-index 9388 citations15 works total

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

author position
  • first author4
  • middle author5

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.RO8
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedInteraction-limited Inverse Reinforcement Learning

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

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2020★ 3 cited

Interaction-limited Inverse Reinforcement Learning

Martin Troussard, Emmanuel Pignat, Parameswaran Kamalaruban +2

This paper proposes an inverse reinforcement learning (IRL) framework to accelerate learning when the learner-teacher \textit{interaction} is \textit{limited} during training. Our…

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