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researcher

J. Epperlein

9 papers hereh-index 11737 citations42 works total

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

author position
  • first author7
  • middle author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • eess.IV3
  • math.OC3

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedRecovering Markov Models from Closed-Loop Data

11 citations · 20 across the 9 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021

Reinforcement Learning with Algorithms from Probabilistic Structure Estimation

Jonathan P. Epperlein, Roman Overko, Sergiy Zhuk +4

Reinforcement learning (RL) algorithms aim to learn optimal decisions in unknown environments through experience of taking actions and observing the rewards gained. In some cases,…

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