Jac Billington

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 8

Top Topics

Utility Maximization

Root Mean Squared Error

User Interaction

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Aravinda Ramakrishnan Srinivasan, Julian Frederik Schumann, Yueyang Wang, Yi-Shin Lin, Michael Daly, Albert Solernou, Arkady Zgonnikov, Matteo Leonetti, Jac Billington, Gustav Markkula
The COMMOTIONS Urban Interactions Driving Simulator Study Dataset. CoRR (2023)
Aravinda Ramakrishnan Srinivasan, Yi-Shin Lin, Morris Antonello, Anthony Knittel, Mohamed Hasan, Majd Hawasly, John Redford, Subramanian Ramamoorthy, Matteo Leonetti, Jac Billington, Richard Romano, Gustav Markkula
Beyond RMSE: Do Machine-Learned Models of Road User Interaction Produce Human-Like Behavior? IEEE Trans. Intell. Transp. Syst. 24 (7) (2023)
Aravinda Ramakrishnan Srinivasan, Yi-Shin Lin, Morris Antonello, Anthony Knittel, Mohamed Hasan, Majd Hawasly, John Redford, Subramanian Ramamoorthy, Matteo Leonetti, Jac Billington, Richard Romano, Gustav Markkula
Beyond RMSE: Do machine-learned models of road user interaction produce human-like behavior? CoRR (2022)
Yi-Shin Lin, Aravinda Ramakrishnan Srinivasan, Matteo Leonetti, Jac Billington, Gustav Markkula
A Utility Maximization Model of Pedestrian and Driver Interactions. IEEE Access 10 (2022)
Aravinda Ramakrishnan Srinivasan, Mohamed Hasan, Yi-Shin Lin, Matteo Leonetti, Jac Billington, Richard Romano, Gustav Markkula
Comparing merging behaviors observed in naturalistic data with behaviors generated by a machine learned model. ITSC (2021)
Yi-Shin Lin, Aravinda Ramakrishnan Srinivasan, Matteo Leonetti, Jac Billington, Gustav Markkula
A Utility Maximization Model of Pedestrian and Driver Interactions. CoRR (2021)
Aravinda Ramakrishnan Srinivasan, Mohamed Hasan, Yi-Shin Lin, Matteo Leonetti, Jac Billington, Richard Romano, Gustav Markkula
Comparing merging behaviors observed in naturalistic data with behaviors generated by a machine learned model. CoRR (2021)
Gustav Markkula, Zeynep Uludag, Richard McGilchrist Wilkie, Jac Billington
Accumulation of continuously time-varying sensory evidence constrains neural and behavioral responses in human collision threat detection. PLoS Comput. Biol. 17 (7) (2021)
Jac Billington, Michele Furlan, John Wann
Cortical responses to congruent and incongruent stereo cues for objects on a collision path with the observer. Displays 34 (2) (2013)