Alexander Dean

Alexander Dean
City, University of London · Department of Computer Science

Master of Science

About

1
Publication
44
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Introduction
Skills and Expertise
Machine Learning
Neural Networks and Artificial Intelligence
Education
September 2019 - September 2020
City, University of London
City, University of London
Field of study
  • Artificial Intelligence
October 2014 - June 2018
Independent Researcher
Independent Researcher
Field of study
  • Physics with Theoretical Physics

Publications

Publication (1)
Figure 1: The world states of a cyclical 2 × 2 grid world í µí±Š í µí±...
Figure 2: A transition diagram for the transitions shown in Table 1.
Figure 3: Labelling the transitions in Figure 2 with the relevant...
Figure 4: The composite mapping from the set í µí±Š of world states to...
+11 Figure 5: Action equivalence classes in í µí°´/∼ for the actions show...
Algebras of actions in an agent's representations of the world
Preprint
Full-text available
  • Oct 2023
In this paper, we propose a framework to extract the algebra of the transformations of worlds from the perspective of an agent. As a starting point, we use our framework to reproduce the symmetry-based representations from the symmetry-based disentangled representation learning (SBDRL) formalism proposed by [1]; only the algebra of transformations...
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