Adaptation in Nonlinear Learning Models for Nonstationary Tasks

Author:

Konen Wolfgang,Koch Patrick

Publisher

Springer International Publishing

Reference11 articles.

1. Almeida, L., Langlois, T., Amaral, J.D.: On-line step size adaptation. Technical Report RT07/97, INESC. 9 Rua Alves Redol, Lisboa, Portugal (1997)

2. Bagheri, S., Thill, M., Koch, P., Konen, W.: Online adaptable learning rates for the game Connect-4. Submitted to IEEE Trans. on Computational Intelligence and AI in Games (2014)

3. Dabney, W., Barto, A.G.: Adaptive step-size for online temporal difference learning. In: 26th AAAI Conference on Artificial Intelligence (2012)

4. Jacobs, R.A.: Increased rates of convergence through learning rate adaptation. Neural Networks 1(4), 295–307 (1988)

5. Koop, A.: Investigating experience: Temporal coherence and empirical knowledge representation. Master’s thesis, University of Alberta, Canada (2008)

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