On the relationship between learning capability and the Boltzmann-Formula

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2070, Issue , 2001, Pages 227-236

  Stefán, Péter ^a   Monostori, László ^a  

^a INSTITUTE OF EXPERIMENTAL MEDICINE   (Hungary)

Author keywords

[No Author keywords available]

Indexed keywords

EXPERT SYSTEMS; HEURISTIC METHODS; INTELLIGENT SYSTEMS; MACHINE LEARNING; SIMULATED ANNEALING;

ACTION SELECTION; AGENT BASED; APPLICATION EXAMPLES; BOLTZMANN; LEARNING CAPABILITIES; SIMULATED ANNEALING METHOD;

REINFORCEMENT LEARNING;

EID: 77953822952     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45517-5_26     Document Type: Conference Paper

References (10)

1. Ahuja, R., Magnanti, T.L., Orlin, J.B.: Network flows, Prentice Hall, ISBN 013617549-X, 1993
2. Crites, P.H., Barto, A.: Improving elevator performance using reinforcement learning, Advances in Neural Information Processing Systems, Vol. 8, MIT, 1996
3. Kaelbling L.P., Littman, M., Moore A.J.: Reinforcement learning: a survey, Journal of Artificial Intelligence Research, Vol. 4, 1996, pp. 237-285
4. Monostori, L., Márkus, A., Van Brussel, H., Westkämper, E.: Machine learning approaches to manufacturing, CIRP Annals, Vol. 45, No. 2, 1996, pp. 675-712.
5. Monostori, L., Kádár, B.; Viharos, Zs J., Stefán, P.: AI and machine learning techniques combined with simulation for designing and controlling manufacturing processes and systems, Preprints of the IFAC Symposium on Manufacturing, Modeling, Management and Supervision, MIM 2000, 2000, Patras, Greece, pp. 167-172
6. Stefán, P., Monostori, L., Pupp, Z.: Reinforcement learning methods in information engineering, MicroCAD’2000 International Computer Science Conference, February 22-24, 2000, University of Miskolc
7. Sutton, R., Barto, A.: Reinforcement Learning (An Introduction), 1998
8. Tanenbaum, A.: Computer networks, Panem Press, ISBN 963 545 213 6, 1996
9. Viharos, Zs. J.: Application capabilities of a general, ANN based cutting model in different phases of manufacturing through automatic determination of its input-output configuration; Journal of Periodica Politechnica - Mechanical Engineering, Vol. 43, No. 2, 1999, pp. 189- 196
10. Numerical recipes in C: The art of scientific computing, Cambridge University Press, ISBN 0-521-43108-5, http://www.nr.com