Neural network design for J function approximation in dynamic programming

@inproceedings{Pang1996NeuralND,
  title={Neural network design for J function approximation in dynamic programming},
  author={Xiaolin Pang and P. Werbos},
  year={1996}
}
This paper will show that a new neural network design can solve an example of difficult function approximation problems which are crucial to the field of approximate dynamic programming(ADP). Although conventional neural networks have been proven to approximate smooth functions very well, the use of ADP for problems of intelligent control or planning requires the approximation of functions which are not so smooth. As an example, this paper studies the problem of approximating the J function of… CONTINUE READING
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