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Garrett Warnell

52 papers hereh-index 303.9k citations85 works total

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

author position
  • first author1
  • middle author48
  • last author2

Across the 51 of 52 papers where every author was matched, so the position is known.

fields
  • cs.RO31
  • cs.LG10
  • cs.AI6
  • stat.ML2
  • cs.MA1
  • cs.MM1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedGenerative Adversarial Imitation from Observation

90 citations · 230 across the 45 of their papers we have counts for

collaborators
Showing 2018 · cs.AIShow all

2 papers · 2 filters

cs.AI2018★ 33 cited

Deterministic Implementations for Reproducibility in Deep Reinforcement Learning

Prabhat Nagarajan, Garrett Warnell, Peter Stone

While deep reinforcement learning (DRL) has led to numerous successes in recent years, reproducing these successes can be extremely challenging. One reproducibility challenge parti…

cs.AI2018

Behavioral Cloning from Observation

Faraz Torabi, Garrett Warnell, Peter Stone

Humans often learn how to perform tasks via imitation: they observe others perform a task, and then very quickly infer the appropriate actions to take based on their observations.…

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