Practical solution techniques for first-order MDPs
Artificial Intelligence 173 (5-6):748-788 (2009)
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Decision-theoretic planning with generalized first-order decision diagrams.Saket Joshi, Kristian Kersting & Roni Khardon - 2011 - Artificial Intelligence 175 (18):2198-2222.
Relational linear programming.Kristian Kersting, Martin Mladenov & Pavel Tokmakov - 2017 - Artificial Intelligence 244 (C):188-216.
Relational preference rules for control.Ronen I. Brafman - 2011 - Artificial Intelligence 175 (7-8):1180-1193.
Reinforcement learning for Golog programs with first-order state-abstraction.D. Beck & G. Lakemeyer - 2012 - Logic Journal of the IGPL 20 (5):909-942.
References found in this work
Bucket elimination: A unifying framework for reasoning.Rina Dechter - 1999 - Artificial Intelligence 113 (1-2):41-85.
Using temporal logics to express search control knowledge for planning.Fahiem Bacchus & Froduald Kabanza - 2000 - Artificial Intelligence 116 (1-2):123-191.
The independent choice logic for modelling multiple agents under uncertainty.David Poole - 1997 - Artificial Intelligence 94 (1-2):7-56.
Abstraction and approximate decision-theoretic planning.Richard Dearden & Craig Boutilier - 1997 - Artificial Intelligence 89 (1-2):219-283.
Generalized subsumption and its applications to induction and redundancy.Wray Buntine - 1988 - Artificial Intelligence 36 (2):149-176.
