A K-fold cross-fitted proximal bridge estimator for reward-emission and observation-transition functions in confounded POMDPs, with an oracle-comparator error bound decomposed into nuisance and averaging terms.
Route rec- ommendations for traffic management under learned partial driver compliance,
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Cross-fitted Proximal Learning for Model-Based Reinforcement Learning
A K-fold cross-fitted proximal bridge estimator for reward-emission and observation-transition functions in confounded POMDPs, with an oracle-comparator error bound decomposed into nuisance and averaging terms.