1 code implementation • 8 Dec 2023 • Daniel Rodriguez-Criado, Maria Chli, Luis J. Manso, George Vogiatzis
This paper introduces a novel methodology for bridging this `sim-real' gap by creating photorealistic images from 2D traffic simulations and recorded junction footage.
no code implementations • 25 Oct 2021 • Farzaneh Farhadi, Maria Chli, Nicholas R. Jennings
The service consumer requires a procurement strategy that achieves the optimal balance between success probability and invocation cost.
no code implementations • 18 Dec 2018 • Thomas Carr, Maria Chli, George Vogiatzis
Deep reinforcement learning agents have recently been successful across a variety of discrete and continuous control tasks; however, they can be slow to train and require a large number of interactions with the environment to learn a suitable policy.