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researcher

Ç. Koç

2 papers here

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

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedDistillation Strategies for Proximal Policy Optimization

4 citations · 7 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2019★ 3 cited

RAPDARTS: Resource-Aware Progressive Differentiable Architecture Search

Sam Green, Craig M. Vineyard, Ryan Helinski +1

Early neural network architectures were designed by so-called "grad student descent". Since then, the field of Neural Architecture Search (NAS) has developed with the goal of algor…

cs.LG2019★ 4 cited

Distillation Strategies for Proximal Policy Optimization

Sam Green, Craig M. Vineyard, Çetin Kaya Koç

Vision-based deep reinforcement learning (RL) typically obtains performance benefit by using high capacity and relatively large convolutional neural networks (CNN). However, a larg…

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