Tutorials and reproductions#
Choose a notebook based on what you want to learn.
Feature guides#
Learn one XDRL capability at a time, in the suggested order.
Run an unchanged TorchRL policy through one interpreted component.
Execute a TDHook workflow through an interpreted TorchRL component.
Select a repeated call with TDHook’s native occurrence support.
Apply a focused TDHook intervention through an interpreted component.
Complete workflows#
Follow an end-to-end policy investigation that combines multiple capabilities.
Run matched diagnosis and intervention workflows on one policy.
Paper-inspired examples#
Learn the mechanics behind published interpretability methods on constructed examples.
Detect and prune modules in a synthetic classifier.
Probe constructed future labels across recurrent calls.
Intervene on concepts in a supervised policy example.
Patch engineered goal channels in an open-grid policy.
Inspect unary and pairwise terms on generated tensors.