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Machine Learning Researcher

Imperial College London

J P Morgan Chase

Sanket Kamthe is a third-year PhD student at Imperial College London. He is focusing on reinforcement learning for robotics and control for his PhD. He is particularly interested in Safe Model-based Reinforcement Learning, where the agent learns to perform tasks while being aware of risks and uncertainties. He primarily works with Gaussian process models for uncertainty quantification.

Interests

  • Reinforcement Learning
  • Gaussian Processes
  • Probabilistic Modelling
  • Variational Inference

Education

  • PhD in Computer Science, 2020

    Imperial College London

  • MRes in Advanced Computing, 2016

    Imperial College London

  • MSc in Information and Communication Engineering, 2014

    Technische Universit├Ąt Darmstadt

  • B.Eng. in Electronics & Telecommunications, 2008

    University of Pune