interpreting-rl-behavior / interpreting-rl-behavior.github.io

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Write clustering algorithm for hx/hx_grad/env_grad data to improve sample filtering #74

Closed leesharkey closed 2 years ago

leesharkey commented 2 years ago

We should be automating more steps of interpretation. One potential way to do this:

Finding samples where IC-K is high/low AND that have similar hx-grads and env-grads for some particular quantity that we take the grad of (e.g. "show me samples where IC6 is high and the grads of IC8 at t-2 are similar"). I think this has a good chance of identifying groups of samples that have some obvious causal structure. And if it does, it should make statistical claims way easier.

A later issue will require adding a filter in the panel for this.

leesharkey commented 2 years ago

Done in various commits.