Home * People * Eduardo F. Morales

		Eduardo F. Morales, a Mexican computer scientist and researcher at National Institute of Astrophysics, Optics and Electronics (Instituto Nacional de Astrofísica, Óptica y Electrónica, INAOE), San Andrés Cholula, Puebla. Before he was affiliated as professor at Monterrey Institute of Technology and Higher Education (ITESM) – Campus Morelos, and visiting professor at the University of New South Wales. He obtained a MSc. in computer science on Knowledge-based systems from University of Edinburgh under advisor Alan Bundy, and a Ph.D. in First-Order Induction of Patterns in Chess from Donald Michie's Turing Institute at University of Strathclyde, Glasgow [1], thesis advisor was Tim Niblett. His research interests include machine learning, relational reinforcement learning and robotics.
Eduardo F. Morales [2]

PAL

Eduardo Morales is creator of the Pattern-Based First-Order Inductive Systems PAL and PAL-2, that can learn patterns in the form of Horn clauses from simple example descriptions and general purpose knowledge is described. The learning model is based on a constrained least general generalization algorithm to structure the hypothesis space and guide the learning process, and a pattern–based representation knowledge to constrain the construction of hypothesis. PAL can learn chess patterns which are beyond the learning capabilities of current inductive systems. The same pattern–based approach is used to learn qualitative models of simple dynamic systems and counterpoint rules for two–voice musical pieces ^[3] .

Selected Publications

^{[4] [5]}

1984 ...

• Eduardo F. Morales (1984). Information Technology: Knowledge-based Systems. MSc. thesis University of Edinburgh

1990 ...

• Eduardo F. Morales (1991). Learning Features by Experimentation in Chess. Proceedings of the European Working Session on Learning (EWSL-91), Springer
• Eduardo F. Morales (1992). First-Order Induction of Patterns in Chess. Ph.D. Thesis, The Turing Institute, University of Strathclyde, Glasgow
• Eduardo F. Morales (1992). Learning Chess Patterns. Inductive Logic Programming (ed. Stephen Muggleton), Academic Press, The Apic Series, London, UK
• Eduardo F. Morales (1994). Learning Patterns for Playing Strategies. ICCA Journal, Vol. 17, No. 1, CiteSeerX
• Eduardo F. Morales and Roberto Morales-Manzanares (1995). Learning Musical Rules. Proceedings of the IJCAI-96 Workshop: Artificial Intelligence and Music, pp. 81-85. Montreal, Canada
• Eduardo F. Morales (1996). Learning Playing Strategies in Chess. Computational Intelligence, Vol. 12, No. 1, CiteSeerX
• Eduardo F. Morales (1997). PAL: A Pattern-Based First-Order Inductive System. Machine Learning - special issue on inductive logic programming, Vol. 26, No. 2-3
• Eduardo F. Morales (1997). On Learning How to Play. Advances in Computer Chess 8, CiteSeerX

2000 ...

• Roberto Morales-Manzanares ^[6], Eduardo F. Morales, Roger Dannenberg, Jonathan Berger (2001). SICIB: An Interactive Music Composition System Using Body Movements. Computer Music Journal - Vol. 25, No. 2

2010 ...

• Ana Cristina Palacios-García, Angélica Muñoz-Meléndez, Eduardo F. Morales (2010). Collective Learning of Concepts using a Robot Team. ICINCO (2) 2010, pdf
• Julio H. Zaragoza, Eduardo F. Morales (2010). Relational Reinforcement Learning with Continuous Actions by Combining Behavioral Cloning and Locally Weighted Regression. Journal of Intelligent Systems and Applications, 2:69-79

External Links

• Eduardo F. Morales

References

1. ^ Turing Trust - Historical Note by Donald Michie: "In association with the University of Strathclyde, the Turing Institute hosted seven public lectures in the period 1985-93"
2. ^ Eduardo F. Morales
3. ^ Abstract of PAL: A Pattern-Based First-Order Inductive System from ACM DL
4. ^ Eduardo F. Morales - Selected Recent Publications
5. ^ ICGA Reference Database (pdf)
6. ^ Space Scientists Find That Solar Wind Becomes Music In The Right Hands, Science Daily, April 21, 2006

What links here?

Up one level