Evolving a Mario agent using cuckoo search and softmax heuristics

2nd International IEEE Consumer Electronic Society Games Innovation Conference, ICE-GIC 2010

Volumn , Issue , 2010, Pages

  Speed, Erek R ^a  

^a Square Enix Co Ltd ^*  (Japan)

Author keywords

Cuckoo search; Evolutionary algorithm; L vy flights; Softmax; Super Mario Bros

Indexed keywords

CUCKOO SEARCH; LARGE SPACES; NUMERICAL PROBLEMS; PROBLEM SPACE; SEARCH SPACES; SOFTMAX; SUPER MARIO BROS; TO EFFECT;

INTERCALATION;

EVOLUTIONARY ALGORITHMS;

EID: 79952846446     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICEGIC.2010.5716893     Document Type: Conference Paper

References (8)

1. J. Togelius, S. Karakovskiy, J. Koutnik, and J. Schmidhuber, "Super mario evolution," in Proc. IEEE Symp. Computational Intelligence and Games CIG 2009, 2009, pp. 156-161.
2. J. Togelius, S. Karakovskiy, and R. Baumgarten, "The 2009 mario ai competition," in IEEE Congress on Evolutionary Computation, 2010.
3. (2009) Rl competition 2009. [Online]. Available: http://2009.rl- competition.org/mario.php
4. S. Mohan and J. E. Laird, "Learning to play mario," Center for Cognitive Architecture, University of Michigan, Tech. Rep. CCA-TR-2009-03, 2009.
5. D. Loiacono, P. L. Lanzi, J. Togelius, E. Onieva, D. A. Pelta, M. V. Butz, T. D. Lönneker, L. Cardamone, D. Perez, Y. Sáez, M. Preuss, and J. Quadflieg, "The 2009 simulated car racing championship," IEEE Transactions on Computational Intelligence and AI in Games, vol. 2, no. 2, pp. 131-147, 2010.
6. A. Fitzgerald and C. B. Congdon, "Ramp: A rule-based agent for ms. pac-man," in Proc. IEEE Congress Evolutionary Computation CEC '09, 2009, pp. 2646-2653.
7. X.-S. Yang and S. Deb, "Cuckoo search via lévy flights," in Proc. World Congress Nature & Biologically Inspired Computing NaBIC 2009, 2009, pp. 210-214.
8. -, "Engineering optimisation by cuckoo search," Int. J. Mathematical Modelling and Numerical Optimisation, vol. 1, no. 4, pp. 330-343, May 2010.