Neural Fitted Q Iteration – First Experiences with a Data Efficient Neural Reinforcement Learning Method

Author:

Riedmiller Martin

Publisher

Springer Berlin Heidelberg

Reference9 articles.

1. Boyan, J., Moore, C.: Generalization in reinforcement learning: Safely approximating the value function. In: Advances in Neural Information Processing Systems 7. Morgan Kaufmann, San Francisco (1995)

2. Ernst, D., Wehenkel, L., Geurts, P.: Tree-based batch mode reinforcement learning. Journal of Machine Learning Research 6, 503–556 (2005)

3. Gordon, G.J.: Stable function approximation in dynamic programming. In: Prieditis, A., Russell, S. (eds.) Proceedings of the ICML, San Francisco, CA (1995)

4. Lin, L.-J.: Self-improving reactive agents based on reinforcement learning, planning and teaching. Machine Learning 8, 293–321 (1992)

5. Lagoudakis, M., Parr, R.: Least-squares policy iteration. Journal of Machine Learning Research 4, 1107–1149 (2003)

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