2006: Celebrating 75 Years of AI - History and Outlook: The Next 25 Years

[1]  Jürgen Schmidhuber,et al.  Training Recurrent Networks by Evolino , 2007, Neural Computation.

[2]  Jürgen Schmidhuber,et al.  New Millennium AI and the Convergence of History: Update of 2012 , 2012 .

[3]  Risto Miikkulainen,et al.  Efficient Non-linear Control Through Neuroevolution , 2006, ECML.

[4]  Jürgen Schmidhuber,et al.  Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks , 2006, ICML.

[5]  Jürgen Schmidhuber,et al.  Developmental robotics, optimal artificial curiosity, creativity, music, and the fine arts , 2006, Connect. Sci..

[6]  Dr. Marcus Hutter,et al.  Universal artificial intelligence , 2004 .

[7]  Richard S. Sutton,et al.  Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.

[8]  H. Ulbrich,et al.  Sensor system and trajectory control of a biped robot , 2004, The 8th IEEE International Workshop on Advanced Motion Control, 2004. AMC '04..

[9]  Risto Miikkulainen,et al.  Active Guidance for a Finless Rocket Using Neuroevolution , 2003, GECCO.

[10]  Jürgen Schmidhuber,et al.  The Speed Prior: A New Simplicity Measure Yielding Near-Optimal Computable Predictions , 2002, COLT.

[11]  C. E. SHANNON,et al.  A mathematical theory of communication , 1948, MOCO.

[12]  Vladimir N. Vapnik,et al.  The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.

[13]  Vaclav Smil,et al.  Detonator of the population explosion , 1999, Nature.

[14]  Luca Maria Gambardella,et al.  Ant Algorithms for Discrete Optimization , 1999, Artificial Life.

[15]  Richard S. Sutton,et al.  Introduction to Reinforcement Learning , 1998 .

[16]  Jürgen Schmidhuber,et al.  Long Short-Term Memory , 1997, Neural Computation.

[17]  K. Popper All life is problem solving , 1997 .

[18]  Barak A. Pearlmutter Gradient calculations for dynamic recurrent neural networks: a survey , 1995, IEEE Trans. Neural Networks.

[19]  Christopher M. Bishop,et al.  Neural networks for pattern recognition , 1995 .

[20]  Reinhold Behringer,et al.  The seeing passenger car 'VaMoRs-P' , 1994, Proceedings of the Intelligent Vehicles '94 Symposium.

[21]  Xin Yao,et al.  A review of evolutionary artificial neural networks , 1993, Int. J. Intell. Syst..

[22]  Jürgen Schmidhuber,et al.  Curious model-building control systems , 1991, [Proceedings] 1991 IEEE International Joint Conference on Neural Networks.

[23]  Rodney A. Brooks,et al.  Intelligence Without Reason , 1991, IJCAI.

[24]  Teuvo Kohonen,et al.  Self-organization and associative memory: 3rd edition , 1989 .

[25]  Teuvo Kohonen,et al.  Self-Organization and Associative Memory , 1988 .

[26]  Nils J. Nilsson,et al.  Principles of Artificial Intelligence , 1980, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[27]  J. Rissanen,et al.  Modeling By Shortest Data Description* , 1978, Autom..

[28]  Ray J. Solomonoff,et al.  Complexity-based induction systems: Comparisons and convergence theorems , 1978, IEEE Trans. Inf. Theory.

[29]  W. Vent,et al.  Rechenberg, Ingo, Evolutionsstrategie — Optimierung technischer Systeme nach Prinzipien der biologischen Evolution. 170 S. mit 36 Abb. Frommann‐Holzboog‐Verlag. Stuttgart 1973. Broschiert , 1975 .

[30]  John H. Holland,et al.  Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .

[31]  P. Werbos,et al.  Beyond Regression : "New Tools for Prediction and Analysis in the Behavioral Sciences , 1974 .

[32]  Ingo Rechenberg,et al.  Evolutionsstrategie : Optimierung technischer Systeme nach Prinzipien der biologischen Evolution , 1973 .

[33]  A. Kolmogorov Three approaches to the quantitative definition of information , 1968 .

[34]  A. Turing On Computable Numbers, with an Application to the Entscheidungsproblem. , 1937 .

[35]  A. Kolmogoroff Grundbegriffe der Wahrscheinlichkeitsrechnung , 1933 .

[36]  K. Gödel Über formal unentscheidbare Sätze der Principia Mathematica und verwandter Systeme I , 1931 .