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researcher

N. Shimkin

10 papers hereh-index 344.8k citations136 works total

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

author position
  • sole author1
  • last author9

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • eess.SY2
  • stat.ML2
  • cs.AI1
  • cs.CV1
  • cs.GT1

identity via Semantic Scholar / OpenAlex

activity
20132025
most citedAveraged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning

163 citations · 169 across the 8 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

cs.LG2017

Learning Control for Air Hockey Striking using Deep Reinforcement Learning

Ayal Taitler, Nahum Shimkin

We consider the task of learning control policies for a robotic mechanism striking a puck in an air hockey game. The control signal is a direct command to the robot's motors. We em…

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