Search Results for author: Nicolas Griffiths

Found 2 papers, 1 papers with code

Model-Based Imitation Learning for Urban Driving

1 code implementation14 Oct 2022 Anthony Hu, Gianluca Corrado, Nicolas Griffiths, Zak Murez, Corina Gurau, Hudson Yeo, Alex Kendall, Roberto Cipolla, Jamie Shotton

Our approach is the first camera-only method that models static scene, dynamic scene, and ego-behaviour in an urban driving environment.

Autonomous Driving Bird's-Eye View Semantic Segmentation +3

Urban Driving with Conditional Imitation Learning

no code implementations30 Nov 2019 Jeffrey Hawke, Richard Shen, Corina Gurau, Siddharth Sharma, Daniele Reda, Nikolay Nikolov, Przemyslaw Mazur, Sean Micklethwaite, Nicolas Griffiths, Amar Shah, Alex Kendall

As our main contribution, we present an end-to-end conditional imitation learning approach, combining both lateral and longitudinal control on a real vehicle for following urban routes with simple traffic.

Autonomous Driving Imitation Learning +1

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