Article

Koh, SS, Zhou, B, Fang, H, Yang, P, Yang, Z, Yang, Q, Guan, L and Ji, Z (2020) Real-time Deep Reinforcement Learning based Vehicle Routing and Navigation. Applied Soft Computing Journal, 96. ISSN 1568-4946

Conference or Workshop Item

Koh, SS, Zhou, B, Yang, P, Yang, Z, Fang, H and Feng, J (2019) Reinforcement Learning for Vehicle Route Optimization in SUMO. In: 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) . (The 16th IEEE Conference on Smart City, 28 - 30 June 2018, Exeter, UK).

Koh, SS, Zhou, B, Yang, P and Yang, Z (2017) Study of Group Route Optimization for IoT enabled Urban Transportation Network. In: 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) . (IEEE CPSCom/GreenCom/iThings/SmartData, 21 June 2017 - 23 June 2017, Exeter, Devon).

Koh, SS, Zhou, B, Yang, P and Yang, Z (2017) A Survey on Urban Traffic Optimisation for Sustainable and Resilient Transportation Network. In: Developments in eSystems Engineering (DeSE) . (9th International Conference on Developments in eSystems Engineering (DeSE), 31 August 2016 - 02 September 2016, Liverpool, UK).

Koh, SS and Zhou, B (2015) BPMN Security Extensions for Healthcare Process. In: 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing (CIT/IUCC/DASC/PICOM) . pp. 2340-2345. (2015 IEEE International Conference on Pervasive Intelligence and Computing, 26th - 28th October 2015, Liverpool UK).

Thesis

Koh, SS (2020) Realtime Vehicle Route Optimisation via DQN for Sustainable and Resilient Urban Transportation Network. Doctoral thesis, Liverpool John Moores University.