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.
BayesSAE (v1.0-2) Bayesian Analysis of Small Area Estimation.
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.