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Title Discussing the Singla and Mooney AAAI 2011 paper "Abductive Markov Logic for Plan Recognition"
Abstract Instead of presenting one of my papers, I would like to take some time to present and possibly discuss a AAAI 2011 paper from Singla and Mooney [1] that describes how to perform abductive reasoning using a probabilistic logic called Markov Logic. This paper represents one of the foundations of my research plan, so I'm very interested in your opinion. From a broader perspective, I think it could be interesting for the WAI audience to have more talks about "one of the hottest topics in AI", i.e. the combination of logical and statistical reasoning, so this is my attempt. [1] http://www.cse.iitd.ac.in/~parags/papers/prml-aaai11.pdf