Theory

Research areas

Lots of white dice piled up

Probabilistic models and approximate inference

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Diagram showing the process of action, observation and reward, where an agent (e.g. a robot) interacts with an environment (e.g. a maze) and improves its behaviour via observation to reach the reward

Reinforcement learning and online learning

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Neural net. Neuron network. Data engineering. Deep learning. Cognitive technology concept. Vector illustration

Deep learning

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Research areas

3D illustration of surface dimentional graph

Optimisation

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A row of dominoes falling

Causality

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Computational learning theory

Computational learning theory

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