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02/13/2023
Inferring Player Location in Sports Matches: Multi-Agent Spatial Imputation from Limited Observations
Understanding agent behaviour in Multi-Agent Systems (MAS) is an importa...
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11/15/2022
Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification
Land cover classification (LCC), and monitoring how land use changes ove...
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05/30/2022
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning
We generalise the problem of reward modelling (RM) for reinforcement lea...
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01/27/2022
Model Agnostic Interpretability for Multiple Instance Learning
In Multiple Instance Learning (MIL), models are trained using bags of in...
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11/25/2021
Non-Asimov Explanations Regulating AI through Transparency
An important part of law and regulation is demanding explanations for ac...
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04/05/2019