TD Learning with Constrained Gradients

ICLR 2018 Ishan DurugkarPeter Stone

Temporal Difference Learning with function approximation is known to be unstable. Previous work like \citet{sutton2009fast} and \citet{sutton2009convergent} has presented alternative objectives that are stable to minimize... (read more)

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