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researcher

Gustav Markkula

2 papers hereh-index 433 citations9 works total

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

author position
  • last author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.HC1
same name
  • Gustav Markkula — 4 papers, h 5
  • Gustav Markkula — 3 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

collaborators

2 papers

cs.HC2026

Realistic adversarial scenario generation via human-like pedestrian model for autonomous vehicle control parameter optimisation

Yueyang Wang, Mehmet Dogar, Russell Darling +1

Autonomous vehicles (AVs) are rapidly advancing and are expected to play a central role in future mobility. Ensuring their safe deployment requires reliable interaction with other…

cs.AI2025

Realistic pedestrian-driver interaction modelling using multi-agent RL with human perceptual-motor constraints

Yueyang Wang, Mehmet Dogar, Gustav Markkula

Modelling pedestrian-driver interactions is critical for understanding human road user behaviour and developing safe autonomous vehicle systems. Existing approaches often rely on r…

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