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researcher

M. Birkin

4 papers hereh-index 303.4k citations218 works total

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

author position
  • middle author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.DB1
  • cs.LG1
  • cs.MA1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20142025
most citedAgent-Based Modelling for Urban Analytics: State of the Art and Challenges

23 citations · 36 across the 4 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 3 cited

Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-agent Deep Reinforcement Learning Approach

Man Luo, Bowen Du, Wenzhe Zhang +5

The electrification of shared mobility has become popular across the globe. Many cities have their new shared e-mobility systems deployed, with continuously expanding coverage from…

cs.MA2022★ 23 cited

Agent-Based Modelling for Urban Analytics: State of the Art and Challenges

Nick Malleson, Mark Birkin, Daniel Birks +5

Agent-based modelling (ABM) is a facet of wider Multi-Agent Systems (MAS) research that explores the collective behaviour of individual `agents', and the implications that their be…

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