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Michael Przystupa's Projects

edward icon edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

iroko-1 icon iroko-1

A platform to test reinforcement learning policies in the datacenter setting.

learntorun icon learntorun

Class Project to attempt to Solve NIPS 2017 challenge "Learn to Run"

metamorph icon metamorph

Code for "MetaMorph: Learning Universal Controllers with Transformers", Gupta et al, ICLR 2022

normalizingflowsnmt icon normalizingflowsnmt

Repository of my master thesis work. It isn't the prettiest code, but it did the job. If it's helpful to your work, fantastic and please cite my thesis!

prob_mbrl icon prob_mbrl

A library of probabilistic model based RL algorithms in pytorch

ur5_async_rl icon ur5_async_rl

Asynchronous Reinforcement Learning for UR5 Robotic Arm

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