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In traditional adaptive dynamic programming (ADP), only one step estimate is considered for training process, Thus, learning efficiency is lower. If more steps estimates are included, learning process will be speed up. Eligibility traces record the past and current gradients of estimation. It can be used to work with ADP for speeding up learning. In this paper, heuristic dynamic programming (HDP)...
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