Inference Strategies for Solving Semi−Markov Decision Processes

Semi-Markov decision processes are used to formulate many control problems and also play a key role in hierarchical reinforcement learning. In this chapter we show how to translate the decision making problem into a form that can instead be solved by inference and learning techniques. In particular,...

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Bibliographic Details
Main Authors: Hoffman, M, de Freitas, N
Format: Book section
Published: 2012