Choosing best fitness function with reinforcement learning

Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011

Volumn 2, Issue , 2011, Pages 354-357

  Afanasyeva, Arina ^a   Buzdalov, Maxim ^a  

^a ITMO UNIVERSITY   (Russian Federation)

Author keywords

[No Author keywords available]

Indexed keywords

BEST FITNESS FUNCTION; MODEL PROBLEMS; OPTIMIZATION PROBLEMS; OPTIMIZATION PROCESS; TARGET FUNCTIONS;

GENETIC ALGORITHMS; REINFORCEMENT LEARNING;

OPTIMIZATION;

EID: 84857867105     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2011.163     Document Type: Conference Paper

References (8)

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3. M. Mitchell, An Introduction to Genetic Algorithms. Cambridge, MA: MIT Press, 1996.
4. T. M. Mitchell, Machine Learning. McGraw Hill, 1997.
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6. A. L. Strehl, L. Li, E. Wiewiora, J. Langford, and M. L. Littman, "Pac model-free reinforcement learning," in ICML-06: Proceedings of the 23rd international conference on Machine learning, 2006, pp. 881-888.
7. L. P. Kaelbling, M. L. Littman, and A. W. Moore, "Reinforcement learning: A survey," Journal of Artificial Intelligence Research, vol. 4, p. 237285, 1996.
8. B. C. D. Silva, E. W. Basso, A. L. C. Bazzan, and P. M. Engel, "Dealing with non-stationary environments using context detection," in Proceedings of the 23rd International Conference on Machine Learning (ICML 2006). ACM Press, 2006, pp. 217-224.