Tutorial on unifying logic, probability and dynamics

  • October 30, 2018

I gave the tutorial at the 16th International Conference on Principles of Knowledge Representation and Reasoning / KR 2018. Slides here.

    Probabilistic Planning by Probabilistic Programming: Semantics, Inference and Learning

    • October 28, 2018

    I gave a talk at the Cognitive Robotics Workshop at KR-18. Thanks to Alex and Gerald for the invitation! Slides here.

      Towards Intepretable & Responsible AI

      I gave a talk at the London Machine Learning Meetup. Thanks to the organizers for the invitation! Slides here.

        ACAI 2018: Summer school on statistical relational AI

        • August 28, 2018

        I gave at a tutorial on effective inference and learning with probabilistic logical models in continuous domains, at ACAI 2018. Slides here.

          Seminar at Ben-Gurion University

          I gave a seminar on decision-theoretic planning via probabilistic programming, based on our recent MLJ (2017) article.

            IPAB Seminar

            Last week, I gave an IPAB (Edinburgh) seminar on decision-theoretic planning via probabilistic programming, based on our recent MLJ (2017) article.

              SMiLe 2018

              I attended the SML workshop in the Black Forest, and talked about the connections between explainable AI and statistical relational learning. The talk was an extension of a recent Perspectives on XAI summary.

                • Next page »