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researcher

Mark Schutera

9 papers hereh-index 9341 citations23 works total

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

author position
  • sole author1
  • first author2
  • middle author1
  • last author4

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.AI2
  • cs.CV1
  • cs.LG1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedDistributed traffic light control at uncoupled intersections with real-world topology by deep reinforcement learning

8 citations · 16 across the 8 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.AI2018★ 8 cited

Distributed traffic light control at uncoupled intersections with real-world topology by deep reinforcement learning

Mark Schutera, Niklas Goby, Stefan Smolarek +1

This work examines the implications of uncoupled intersections with local real-world topology and sensor setup on traffic light control approaches. Control approaches are evaluated…

cs.LG2018★ 5 cited

Transfer Learning versus Multi-agent Learning regarding Distributed Decision-Making in Highway Traffic

Mark Schutera, Niklas Goby, Dirk Neumann +1

Transportation and traffic are currently undergoing a rapid increase in terms of both scale and complexity. At the same time, an increasing share of traffic participants are being…

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