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Software |
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PBL. Pessimistic Bayesian Learning for Offline Reinforcement Learning.
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COPE. Confounded Off-Policy Evaluation in Confounded Markov Decision Processes.
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SEAL. Statistically Efficient Advantage Learning for Offline Reinforcement Learning.
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CausalRL. Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework
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Confounded-POMDP-OPE. Off-Policy Evaluation in Confounded POMDP.
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dgcit. Double Generative Adversarial Networks for Conditional Independence Testing.
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DJL. Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings.
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SAVE. Sequential Value Evaluation.
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D2OPE. Deeply-Debiased Off-Policy Interval Estimation.
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LOGAN. Testing Mediation Effects Using the LOGic of BooleAN Matrices.
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TestMDP. Testing for the Markov Property in Sequential Decision Making.
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arleGP. Approximated Restricted Likelihood Estimator for Gaussian Process. poster. code.
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BayesSAE (v1.0-2) Bayesian Analysis of Small Area Estimation.
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simplexreg (v1.3) Regression Analysis of Proportional Data Using Simplex Distributions. paper.
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ITRSelect (v1.0-1) Variable Selection for Optimal Individualized Dynamic Treatment Regime.
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ITRLearn (v1.0) Statistical Learning for Optimal Individualized Treatment Regime.
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JQL (v3.6.9) Jump Q-Learning for Individualized Interval-Valued Dose Rule.