University College Cardiff Consultants Limited

Vivacity Labs Limited

Shaun Howell

Rushen Patel

Yacine Rezgui

Jean-Laurent Hippolyte

Thomas Henry Outram Beach

Wanqing Zhao

Muhammad Waseem Ahmad

Ioan Petri

Maksis Knutins

A traffic control system for controlling traffic at a junction includes an intelligent traffic control agent. The intelligent traffic control agent is training using reinforcement learning, in a simulation model of the junction. The simulation model is calibrated and validated preferably using data from the same sensors which are used as inputs to the traffic control agent when deployed to control traffic at the junction.

Traffic control system

Certain aspects of the present disclosure provide techniques for semantically contextualizing structured and unstructured data, extracting and making sense of domain knowledge, and performing semantic-driven optimization to provide generic, scalable, autonomous and real-time performance management within a built environment domain.

Autonomous and semantic optimization approach for real-time performance management in a built environment

Growing community of inventors

London, United Kingdom

Shaun Howell