Why deterministic logic is hard to learn but Statistical Relational Learning works
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A brief note on why we think that the statistical relational learning framework is a great advancement over deterministic logic -- in particular in the context of model-based Reinforcement Learning.
[1] Marc Toussaint,et al. Exploration in Relational Worlds , 2010, ECML/PKDD.
[2] Marc Toussaint,et al. Relevance Grounding for Planning in Relational Domains , 2009, ECML/PKDD.
[3] Marc Toussaint,et al. Approximate inference for planning in stochastic relational worlds , 2009, ICML '09.