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Building
Machine learning PhD at UCL (reinforcement learning, graph neural networks, combinatorial optimisation, optical computer networks)
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University College London
- London, United Kingdom
- https://cwfparsonson.github.io/
- @cwfparsonson
- in/christopher-parsonson-381830a3
- https://scholar.google.com/citations?user=2Vw7d64AAAAJ&hl=en
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retro_branching
retro_branching PublicLearning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.
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trafpy_vectorised_packer
trafpy_vectorised_packer PublicSpeed-up of the flow packing algorithm proposed in the original TrafPy paper.
Jupyter Notebook 3
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soa_driving
soa_driving PublicAI implementations (PSO, ACO, and GA) for optimising the driving signal for SOA-based optical switches both in simulation and experiment.
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