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Contains sequence-model implementations of on and off-policy imitation learning algorithms for problems with unobserved contexts.

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SequIL

A repo for sequence-model imitation learning with unobserved contexts.

Running Experiments

To train a learner, run:

jupyter notebook

and then open up ConfoundedBandit.ipynb or ConfoundedBullet.ipynb.

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Contains sequence-model implementations of on and off-policy imitation learning algorithms for problems with unobserved contexts.

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