1 code implementation • 15 Nov 2022 • Joseph Early, Ying-Jung Deweese, Christine Evers, Sarvapali Ramchurn
Land cover classification (LCC), and monitoring how land use changes over time, is an important process in climate change mitigation and adaptation.
1 code implementation • 30 May 2022 • Joseph Early, Tom Bewley, Christine Evers, Sarvapali Ramchurn
We generalise the problem of reward modelling (RM) for reinforcement learning (RL) to handle non-Markovian rewards.
no code implementations • 21 Apr 2022 • David M. Bossens, Sarvapali Ramchurn, Danesh Tarapore
Purpose of review: This paper reviews opportunities and challenges for decentralised control, change-detection, and learning in the context of resilient robot teams.
1 code implementation • 22 Feb 2022 • Matthew Wear, Ryan Beal, Tim Matthews, Tim Norman, Sarvapali Ramchurn
As an amateur goalkeeper playing grassroots soccer, who better to learn from than top professional goalkeepers?
1 code implementation • ICLR 2022 • Joseph Early, Christine Evers, Sarvapali Ramchurn
In Multiple Instance Learning (MIL), models are trained using bags of instances, where only a single label is provided for each bag.
no code implementations • 3 Jun 2021 • Charbel Merhej, Ryan Beal, Sarvapali Ramchurn, Tim Matthews
Objectively quantifying the value of player actions in football (soccer) is a challenging problem.
no code implementations • 19 Jul 2020 • Emmanouil Rigas, Enrico Gerding, Sebastian Stein, Sarvapali Ramchurn, Nick Bassiliades
We formulate the problem of the optimal EV to charging station allocation as a Mixed Integer Programming (MIP) one and we propose two pricing mechanisms: A fixed-price one, and another that is based on the well known Vickrey-Clark-Groves (VCG) mechanism.
Computer Science and Game Theory Systems and Control Systems and Control