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researcher

D. Mankowitz

23 papers hereh-index 277.2k citations56 works total

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

author position
  • first author5
  • middle author17

Across the 22 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG15
  • cs.AI4
  • cs.CV1
  • eess.IV1
  • physics.plasm-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20152023
most citedChallenges of Real-World Reinforcement Learning

254 citations · 362 across the 10 of their papers we have counts for

collaborators
Showing physics.plasm-phShow all

1 paper · 1 filter

physics.plasm-ph2023

Towards practical reinforcement learning for tokamak magnetic control

Brendan D. Tracey, Andrea Michi, Yuri Chervonyi +15

Reinforcement learning (RL) has shown promising results for real-time control systems, including the domain of plasma magnetic control. However, there are still significant drawbac…

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