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researcher

Sosuke Kobayashi

Preferred Networks, Inc.

21 papers hereh-index 152k citations28 works total

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

author position
  • sole author1
  • first author4
  • middle author12
  • last author4

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

fields
  • cs.CL12
  • cs.LG5
  • cs.CV2
  • cs.HC1
  • cs.RO1
affiliations
  • Preferred Networks, Inc.
Homepage

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedTrain Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN

114 citations · 355 across the 20 of their papers we have counts for

collaborators
Showing cs.HCShow all

1 paper · 1 filter

cs.HC2018★ 47 cited

DQN-TAMER: Human-in-the-Loop Reinforcement Learning with Intractable Feedback

Riku Arakawa, Sosuke Kobayashi, Yuya Unno +2

Exploration has been one of the greatest challenges in reinforcement learning (RL), which is a large obstacle in the application of RL to robotics. Even with state-of-the-art RL al…

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