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researcher

D. Mankowitz

24 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 24 papers where every author was matched, so the position is known.

fields
  • cs.LG15
  • cs.AI4
  • cs.CV1
  • cs.PF1
  • eess.IV1
  • physics.plasm-ph1

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 2015 · cs.AIShow all

1 paper · 2 filters

cs.AI2015

Bootstrapping Skills

Daniel J. Mankowitz, Timothy A. Mann, Shie Mannor

The monolithic approach to policy representation in Markov Decision Processes (MDPs) looks for a single policy that can be represented as a function from states to actions. For the…

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