Identifying Dynamic Sequential Plans

We address the problem of identifying dynamic sequential plans in the framework of causal Bayesian networks, and show that the problem is reduced to identifying causal effects, for which there are complete identification algorithms available in the literature.

• Type: Conference
• Year: 2008
• Where: UAI
• Authors: Jin Tian
• Keywords: Artificial Intelligence, Causal Bayesian Networks, Causal Effects, Dynamic Sequential Plans, UAI 2008