Differential Trace in Learning of Value Function with a Neural Network

Author:

Shibata Katsunari,Enoki Shuji

Publisher

Springer Berlin Heidelberg

Reference6 articles.

1. Rumelhart, D.E., et al.: Learning Internal Representation by Error Propagation. In: Parallel Distributed Processing, vol. 1, pp. 318–364. MIT Press (1986)

2. Shibata, K.: Emergence of Intelligence through Reinforcement Learning with a Neural Network. In: Mellouk, A. (ed.) Advances in Reinforcement Learning, pp. 99–120. InTech (2011)

3. Sutton, R.S., Barto, A.G.: Reinforcement Learning, pp. 163–192. MIT Press (1988)

4. Bakker, B., Zhumatiy, V., Gruener, G., Schmidhuber, J.: A robot that reinforcement-learns to identify and memorize important previous observation. Intelligent Robots and Systems, 230–235 (2003)

5. Shibata, K., Ito, K., Okabe, Y.: Simple Learning Algorithm for Recurrent Networks to Realize Short-Term Memories. In: Proc. of IJCNN (Int’l Joint Conf. on Neural Networks), pp. 2367–2372 (1988)

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