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