articleProceedings of the National Academy of SciencesNov 22, 2019BRONZE OA

Social behavior for autonomous vehicles

Massachusetts Institute of Technology · Delft University of Technology

PubMed
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Abstract

Deployment of autonomous vehicles on public roads promises increased efficiency and safety. It requires understanding the intent of human drivers and adapting to their driving styles. Autonomous vehicles must also behave in safe and predictable ways without requiring explicit communication. We integrate tools from social psychology into autonomous-vehicle decision making to quantify and predict the social behavior of other drivers and to behave in a socially compliant way. A key component is Social Value Orientation (SVO), which quantifies the degree of an agent's selfishness or altruism, allowing us to better predict how the agent will interact and cooperate with others. We model interactions between agents…

Citation impact

485
total citations
FWCI
24.23
Percentile
100%
References
48
Citations per year

Authors

5

Topics & keywords

Keywords
  • Selfishness
  • Computer science
  • Software deployment
  • Trajectory
  • Key (lock)
  • Component (thermodynamics)
  • Nash equilibrium
  • Orientation (vector space)
UN Sustainable Development Goals
  • Reduced inequalities
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Funding