Wayve Technologies has created a software system that teaches cars to drive autonomously. Rather than use sensors and hand-coded rules, it uses artificial intelligence and machine-learning to navigate city streets.
Initially, Wayve-vehicles are trained using simulated environments. This knowledge is then taken onto the road where a safety driver prompts and intervenes when needed. The car learns to drive autonomously through this reinforced learning supported by cameras and GPS navigation. Wayve Technologies’ vehicles have successfully negotiated roads they have never been on before without the need for an HD map of the environment.
Alex Kendall co-founded Wayve in 2017 and is currently CEO. When he joined the SME Leaders programme in 2020, his company had already generated £20 million of investment from interested organisations worldwide. Alex hopes that the networking opportunities the programme provides will help his company generate product strategies and promote organisational growth. The wealth of engineering experience within the programme will be relevant, as robotics, mechanical and software engineering are all crucial for developing autonomous vehicles.
Alex’s mission over the coming years is to advance the role of machine-learning for self-driving cars. He plans to have vehicles using Wayve technology deployed across European cities and wants the company to demonstrate that scalable autonomy can be achieved without the need for HD-mapping infrastructure or hand-coded behavioural rules.