Trajectory advantage regression reformulates offline path learning as a regression over path advantages, so that optimizing a path reduces to fitting a least-squares model.
Route planning under uncertainty: The canadian traveller problem
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Path Learning with Trajectory Advantage Regression
Trajectory advantage regression reformulates offline path learning as a regression over path advantages, so that optimizing a path reduces to fitting a least-squares model.