no code implementations • 3 Feb 2023 • Ashkan Parsi, David O'Callaghan, Joseph Lemley
Driver stress is a major cause of car accidents and death worldwide.
no code implementations • 21 Sep 2022 • David O'Callaghan, Cian Ryan, Waseem Shariff, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran
The process of obtaining high-resolution images from single or multiple low-resolution images of the same scene is of great interest for real-world image and signal processing applications.
1 code implementation • 28 Jan 2021 • David O'Callaghan, Patrick Mannion
In our work, we demonstrate empirically that the tunable agents framework allows easy adaption between cooperative and competitive behaviours in sequential social dilemmas without the need for retraining, allowing a single trained agent model to be adjusted to cater for a wide range of behaviours and opponent strategies.
Multi-Objective Reinforcement Learning reinforcement-learning