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researcher

Rein Houthooft

14 papers hereh-index 129.3k citations24 works total

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

author position
  • first author3
  • middle author10
  • last author1

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • cs.AI3
  • cs.IR1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedInfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets

1.2k citations · 3.6k across the 11 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

cs.LG2017★ 368 cited

Parameter Space Noise for Exploration

Matthias Plappert, Rein Houthooft, Prafulla Dhariwal +6

Deep reinforcement learning (RL) methods generally engage in exploratory behavior through noise injection in the action space. An alternative is to add noise directly to the agent'…

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