Adaptive Envelope MDPs for Relational Equivalence-based Planning

We describe a method to use structured representations of the environment’s dynamics to constrain and speed up the planning process. Given a problem domain described in a probabilistic logical description language, we develop an anytime technique that incrementally improves on an initial, partial...

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Bibliographic Details
Main Authors: Gardiol, Natalia H., Kaelbling, Leslie Pack
Other Authors: Leslie Kaelbling
Published: 2008
Online Access:http://hdl.handle.net/1721.1/41920