Bio


Robotics and Machine Learning

Professional Education


  • Doctor of Philosophy, University Of Sydney (2019)
  • Master of Philosophy, Hong Kong University Of Science & Technology (2013)
  • Bachelor of Engineering, Sheffield Hallam University (2011)

Stanford Advisors


All Publications


  • How do we fail? Stress testing perception in autonomous vehicles, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Delecki, H., Itkina, M., Lange, B., Senanayake, R., Kochenderfer, M. J. 2022
  • FIG-OP: Exploring large-scale unknown environments on a fixed time budget IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Peltzer, O., Bouman, A., Kim, S., Senanayake, R., Ott, J., Delecki, H., Sobue, M., Kochenderfer, M. J., Schwager, M., Burdick, J., Agha-mohammadi, A. 2022
  • Double-prong ConvLSTM for spatiotemporal occupancy prediction in dynamic environments IEEE International Conference on Robotics and Automation (ICRA) Toyungyernsub, M., Itkina, M., Senanayake, R., Kochenderfer, M. J. 2021
  • 3D velocity maps for uncertain dynamic urban environments IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Senanayake, R., Hatch, K. B., Zheng, J. Z., Kochenderfer, M. J. 2021