Transport Systems & Logistics LaboratoryImperial College London

The Transport Systems & Logistics Laboratory at Imperial College London focuses on transport operations, with emphasis on computational optimisation, autonomy and logistics.

Our group is led by Prof Panagiotis Angeloudis, and is affiliated with the Imperial Robotics Forum, the Alan Turing Institute and the Institute for Security Science and Technology.

Our work

Our news

27-Mar-2025: Prof Angeloudis to present at Singapore Maritime Research Conference 2025.   (more)

25-Mar-2025: Guest lecture at NTU School of Civil and Environmental Engineering in Singapore.   (more)

20-Mar-2025: TSL at the UK Multi-Agent Systems Symposium 2025 (UK-MAS).   (more)

15-Mar-2025: Vincent Wu wins Best Presenation Award.   (more)

06-Mar-2025: TSL participates in latest edition of Imperial Lates: Future Cities.   (more)

Our priorities

Autonomous Vehicle Fleets
Autonomous Vehicle Fleets

Determining optimal policies for distributed and robust control.

Freight & Logistics
Freight & Logistics

Last-mile logistics, freight and maritime transport.

Agent-based Simulation
Agent-based Simulation

Scalable logic-driven models for mobility systems.

Our publications

IntNet: A Communication-Driven Multi-Agent Reinforcement Learning Framework for Cooperative Autonomous Driving  (2025)  ·  Leandro Parada, Kevin Yu, Panagiotis Angeloudis  ·  IEEE Robotics and Automation Letters
Real-time Dispatching for Autonomous Vehicles in Open-pit Mining Deployments using Deep Reinforcement Learning  (2023)  ·  Kenta Matsui, Jose Escribano, Panagiotis Angeloudis  ·  2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
Risk-aware controller for autonomous vehicles using model-based collision prediction and reinforcement learning  (2023)  ·  Eduardo Candela, Olivier Doustaly, …, Yiannis Demiris, Panagiotis Angeloudis  ·  Artificial Intelligence
Vehicle Redistribution in Ride-Sourcing Markets Using Convex Minimum Cost Flows  (2022)  ·  Renos Karamanis, Eleftherios Anastasiadis, Marc Stettler, Panagiotis Angeloudis  ·  IEEE Transactions on Intelligent Transportation Systems
Optimal supply chain resilience with consideration of failure propagation and repair logistics  (2020)  ·  Nils Goldbeck, Panagiotis Angeloudis, Washington Ochieng  ·  Transportation Research Part E: Logistics and Transportation Review
Our team

Our team

Our team benefits from strong links with other labs within Imperial, external collaborators, and industry partners.

Our alumni have achieved success in academia, hold influential roles in industry, or launched their own startups.

Join us: We welcome applications from talented researchers. Scholarships are available for qualified applicants.

Our funders