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John Zhou's Projects

behavenet icon behavenet

Toolbox for analyzing behavioral videos and neural activity

brax icon brax

Massively parallel rigidbody physics simulation on accelerator hardware. Modified to add an environment for motion imitation learning with a two-link arm.

decision-transformer icon decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

diayn-pytorch icon diayn-pytorch

Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.

emgdecomp icon emgdecomp

Package for decomposing EMG signals into motor unit firings, as used in Formento et al 2021.

vame icon vame

Variational Animal Motion Embedding with modifications/additional methods for open field datasets

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