Search Results for author: David O'Callaghan

Found 3 papers, 1 papers with code

Recurrent Super-Resolution Method for Enhancing Low Quality Thermal Facial Data

no code implementations21 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.

Image Super-Resolution

Exploring the Impact of Tunable Agents in Sequential Social Dilemmas

1 code implementation28 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

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