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RL

Marc Deisenroth

Sustainability and Machine Learning Group University College London London, United Kingdom
data-efficient reinforcement learning probabilistic modelling autonomous decision-making robot learning

Deisenroth co-leads UCL’s Sustainability and Machine Learning Group, with work spanning data-efficient machine learning, probabilistic modelling, autonomous decision-making, and robot learning.

Pros

  • Author of foundational data-efficient RL (PILCO) with very high citation impact
  • UCL provides a strong ML ecosystem, funding and visibility
  • Clear probabilistic-modelling and data-efficient RL fit

SML Group official page

A quick heads-up: This list is a work in progress! The focus tags and pros are AI-generated, so they might occasionally miss the mark. If you spot any missing labs, notice an error, or have ideas for improvements, please feel free to open a pull request. We’d love your help making this better!