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Identification of Time-Dependent Causal Model: A Gaussian Process Treatment., , и . IJCAI, стр. 3561-3568. AAAI Press, (2015)ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation., , , , , , и . AAAI, стр. 15193-15201. AAAI Press, (2024)Generalized Independent Noise Condition for Estimating Latent Variable Causal Graphs., , , , , и . NeurIPS, (2020)Domain Adaptation as a Problem of Inference on Graphical Models., , , , , и . NeurIPS, (2020)Causal Discovery with Mixed Linear and Nonlinear Additive Noise Models: A Scalable Approach., , , , , и . CLeaR, том 236 из Proceedings of Machine Learning Research, стр. 1237-1263. PMLR, (2024)A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables., , , , , , , , и . ICLR, OpenReview.net, (2024)AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning., , , , и . ICLR, OpenReview.net, (2022)Identification of Linear Non-Gaussian Latent Hierarchical Structure., , , , , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 24370-24387. PMLR, (2022)Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation., , , , , и . CoRR, (2020)Latent Hierarchical Causal Structure Discovery with Rank Constraints., , , , и . NeurIPS, (2022)