Name: Laurence Midgley
Type: User
Company: University of Cambridge
Bio: Interested in generative models for molecules, reinforcement learning, surfing and rock climbing.
Twitter: SilkyDogfish
Location: Cambridge / Cape Town
Blog: https://lollcat.github.io/laurence-midgley
Laurence Midgley's Projects
Reinforcement learning for chemical engineering process design with Aspen Simulator.
Marginal Revolution Development Economics Course: Links
Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)
Equivariant continuous normalizing flow trained via flow matching
Flow Annealed Importance Sampling Bootstrap (FAB) with JAX.
Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.
đšī¸ A diverse suite of scalable reinforcement learning environments in JAX
Equivariant machine learning interatomic potentials in JAX.
PyTorch implementation of normalizing flow models
Score-based generative models for compact manifolds
Deep reinforcement learning for design of chemical engineering processes
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
SE(3) Equivariant Augmented Coupling Flows. NeurIPS 2023.
Implementing SAC