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Evaluating Driving Performance in Diverse Simulated Worlds
Explore how we use multi-agent reinforcement learning to populate our Wayve Infinity Simulator with complex driving behaviours representative of the real world.
Research
5th January 2023
Learning a World Model and a Driving Policy
Our method jointly learns a model of the world and a driving policy from an offline corpus of urban driving data.
Research
18th October 2022
Predicting the Future from Monocular Cameras in Bird’s-Eye View
We describe a new approach for predicting the future in bird’s eye view from monocular video cameras with end-to-end deep learning.
Research
22nd April 2021
Predicting the future
Using deep learning to understand different probabilistic futures for urban driving.
Research
16th March 2020
Learned Urban Driving
Driving with end-to-end deep learning in traffic on public UK roads.
Research
2nd December 2019
Learning to Drive like a Human
Our algorithm can drive on never-seen-before urban roads just with cameras and a basic sat-nav.
Research
3rd April 2019
Simulation Training, Real Driving
Our autonomous car drove on real UK roads by learning to drive solely in simulation.
Research
11th December 2018
Driving Computer Vision with Deep Learning
Real-time scene understanding with computer vision and deep learning.
Research
5th November 2018
Dreaming about Driving
Autonomous driving with Model Based Reinforcement Learning.
Research
5th September 2018
Learning to Drive in a Day
The first example of deep reinforcement learning on-board an autonomous car.
Research
28th June 2018
