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researcher

Johan U. Backstrom

3 papers hereh-index 9348 citations23 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • eess.SY1

identity via Semantic Scholar / OpenAlex

most citedDeep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning

125 citations · 137 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2022

Meta-Reinforcement Learning for Adaptive Control of Second Order Systems

Daniel G. McClement, Nathan P. Lawrence, Michael G. Forbes +3

Meta-learning is a branch of machine learning which aims to synthesize data from a distribution of related tasks to efficiently solve new ones. In process control, many systems hav…

cs.LG2021★ 12 cited

A Meta-Reinforcement Learning Approach to Process Control

Daniel G. McClement, Nathan P. Lawrence, Philip D. Loewen +3

Meta-learning is a branch of machine learning which aims to quickly adapt models, such as neural networks, to perform new tasks by learning an underlying structure across related t…

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