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Hi there, I am Sicelukwanda šŸ‘‹

I do research at the intersection between Robotics and Machine Learning, working towards deploying learning-based algorithms on robots operating in the real-world where there are hard constraints and noisy sensor data. A short list of research areas/topics I work in includes: safe reinforcement learning, generative modelling, imitation learning, and motion planning.

  • šŸ”­ I'm a PhD student at University College London, under the supervision of Prof. Marc Deisenroth.
  • šŸ“‘ Iā€™m currently looking at ways to incorporate safety constraints into probabilistic models for planning in high-dimensional robot systems.
  • šŸŒ± I'm helping build a community of researchers and professionals in robotics and machine learning on the African continent. See our Robot Learning workshops: 2023 and 2024.

šŸ’¬ If you have any questions, please reach out šŸ˜ƒ!

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Sicelukwanda Zwane's Projects

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A codebase for the continuous control action priors framework

garage icon garage

A toolkit for reproducible reinforcement learning research

handmade icon handmade

Machine Learning Algorithms Implemented from scratch

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