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Kernelizing LSPE λ
(Institute of Electrical and Electronics Engineers (IEEE), 2007)
We propose the use of kernel-based methods as underlying function approximator in the least-squares based policy evaluation framework of LSPE(λ) and LSTD(λ). In particular we present the ‘kernelization’ of model-free ...