
## References

[1] C. M. Bishop. *Neural networks for pattern recognition*. Oxford University Press, 1995.

[2] R. A. Brooks. Intelligence without reason. In *Proceedings of the Twelveth Intarnationl Joint Conference on Artificial Intelligence*, pages 569–595, 1991.

[3] E. D. Dickmanns, R. Behringer, D. Dickmanns, T. Hildebrandt, M. Maurer, F. Thomanek, and J. Schiehlen. The seeing passenger car 'VaMoRs-P'. In *Proc.* Int. Symp. on Intelligent Vehicles '94, Paris, pages 68–73, 1994.

[4] M. Dorigo, G. Di Caro, and L. M. Gambardella. Ant algorithms for discrete optimization. *Artificial Life*, 5(2):137–172, 1999.

[5] K. G¨odel. Uber formal unentscheidbare S¨atze der Principia Mathemat ¨ ica und verwandter Systeme I. *Monatshefte fur Mathematik und Physik* ¨ , 38:173–198, 1931.

[6] F. Gomez, J. Schmidhuber, and R. Miikkulainen. Efficient non-linear control through neuroevolution. In *ECML 2006: Proceedings of the 17th European Conference on Machine Learning*. Springer, 2006.

[7] F. J. Gomez and R. Miikkulainen. Active guidance for a finless rocket using neuroevolution. In *Proc. GECCO 2003, Chicago*, 2003. *Winner of Best Paper* Award in Real World Applications. Gomez is working at IDSIA on a CSEM grant to J. Schmidhuber.

[8] A. Graves, S. Fernandez, F. Gomez, and J. Schmidhuber. Connectionist temporal classification: Labelling unsegmented sequence data with recurrent neural nets. In *ICML '06: Proceedings of the International Conference on Machine Learning*,
2006.
[9] S. Hochreiter and J. Schmidhuber. Long short-term memory. *Neural Computation*, 9(8):1735–1780, 1997.

[10] J. H. Holland. *Adaptation in Natural and Artificial Systems*. University of Michigan Press, Ann Arbor, 1975.

[11] M. Hutter. *Universal Artificial Intelligence: Sequential Decisions based on Algorithmic Probability*. Springer, Berlin, 2004. (On J. Schmidhuber's SNF grant 20-61847).

[12] T. Kohonen. *Self-Organization and Associative Memory*. Springer, second edition, 1988.

[13] A. N. Kolmogorov. *Grundbegriffe der Wahrscheinlichkeitsrechnung*. Springer, Berlin, 1933.

[14] A. N. Kolmogorov. Three approaches to the quantitative definition of information.

Problems of Information Transmission, 1:1–11, 1965.