公开(公告)号：US20220230540A1

公开(公告)日：2022-07-21

申请号：US17609612

申请日：2020-03-27

Applicant: Vivacity Labs Limited

Inventor： Shaun Howell ,  Maksis Knutins ,  Rushen Patel

IPC: G08G1/08 ,  G08G1/081

Abstract: 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.

公开(公告)号：US11893886B2

公开(公告)日：2024-02-06

申请号：US17609612

申请日：2020-03-27

Applicant: Vivacity Labs Limited

Inventor： Shaun Howell ,  Maksis Knutins ,  Rushen Patel

IPC: G08G1/08 ,  G08G1/081

CPC classification number: G08G1/08 ,  G08G1/081

Abstract: 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.