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researcher

Umut Güçlü

Radboud University

21 papers hereh-index 273.3k citations86 works total

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

author position
  • first author5
  • middle author13

Across the 18 of 21 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • stat.ML6
  • q-bio.NC5
  • cs.LG4
affiliations
  • Radboud University
  • Donders Institute for Brain, Cognition and Behaviour
Homepage

identity via Semantic Scholar / OpenAlex

activity
20142022
most citedDeep Neural Networks Reveal a Gradient in the Complexity of Neural Representations across the Brain's Ventral Visual Pathway

1.1k citations · 1.5k across the 21 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022

Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization

Burcu Küçükoğlu, Walraaf Borkent, Bodo Rueckauer +3

Advances in reinforcement learning (RL) often rely on massive compute resources and remain notoriously sample inefficient. In contrast, the human brain is able to efficiently learn…

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