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References
- Achim, Stone,  VelosoAchim et al.1996
- 
Achim, S., Stone, P.,  Veloso, M. .
Building a dedicated robotic soccer system\
In Working Notes of the IROS-96 Workshop on RoboCup.
 
- Asada, Noda, Tawaratsumida,  HosodaAsada
  et al.1994a
- 
Asada, M., Noda, S., Tawaratsumida, S.,  Hosoda, K. .
Purposive behavior acquisition on a real robot by vision-based
  reinforcement learning\
In Proc. of MLC-COLT (Machine Learning Confernce and Computer
  Learning Theory) Workshop on Robot Learning,  1-9.
 
- Asada, Uchibe, Noda, Tawaratsumida,  HosodaAsada
  et al.1994b
- 
Asada, M., Uchibe, E., Noda, S., Tawaratsumida, S.,  Hosoda, K.
  .
Coordination of multiple behaviors acquired by vision-based
  reinforcement learning\
In Proc. of IEEE/RSJ/GI International Conference on Intelligent
  Robots and Systems 1994 (IROS '94),  917-924.
 
- ClouseClouse1996
- 
Clouse, J. A. .
Learning from an automated training agent\
In Weiß, G.   Sen, S., Adaptation and
  Learning in Multiagent Systems. Springer Verlag, Berlin.
 
- Ford, Boutilier,  KanazawaFord
  et al.1994
- 
Ford, R., Boutilier, C.,  Kanazawa, K. .
Exploiting natural structure in reinforcement learning:
  Experience in robot soccer-playing.
Unpublished Manuscript.
 
- Kaelbling, Littman,  MooreKaelbling
  et al.1996
- 
Kaelbling, L. P., Littman, M. L.,  Moore, A. W. .
Reinforcement learning: A survey\
Journal of Artificial Intelligence Research, 4,
  237-285.
 
- KimKim1996
- 
Kim, J.-H. .
Third call for participation: Micro-robot world cup soccer
  tournament (mirosot'96).
Accessible from http://vivaldi.kaist.ac.kr/.
 
- Kitano, Asada, Kuniyoshi, Noda,  OsawaKitano
  et al.1995
- 
Kitano, H., Asada, M., Kuniyoshi, Y., Noda, I.,  Osawa, E. .
Robocup: The robot world cup initiative\
In IJCAI-95 Workshop on Entertainment and AI/Alife, \
  19-24 Montreal, Quebec.
 
- LatombeLatombe1991
- 
Latombe, J.-C. .
A fast path planner for a car-like indoor mobile robot\
In Proceedings of the Ninth National Conference on Artificial
  Intelligence,  659-665.
 
- Matsubara, Noda,  HirakiMatsubara
  et al.1996
- 
Matsubara, H., Noda, I.,  Hiraki, K. .
Learning of cooperative actions in multi-agent systems: a case
  study of pass play in soccer\
In Adaptation, Coevolution and Learning in Multiagent Systems:
  Papers from the 1996 AAAI Spring Symposium,  63-67 Menlo Park,CA.
  AAAI Press.
AAAI Technical Report SS-96-01.
 
- NodaNoda1995
- 
Noda, I. .
Soccer server : a simulator of robocup\
In Proceedings of AI symposium '95,  29-34. Japanese
  Society for Artificial Intelligence.
 
- PressPress1988
- 
Press, W. H. .
Numerical Recipes in C: the art of scientific computing,
   710-713.
Cambridge University Press, Cambridge.
 
- Reeds  SheppReeds \
  Shepp1991
- 
Reeds, J. A.   Shepp, R. A. .
Optimal paths for a car that goes both forward and
  backward.\
Pacific Journal of Mathematics, 145(2), 367-393.
 
- SahotaSahota1994
- 
Sahota, M. .
Personal correspondence.
 
- SahotaSahota1996
- 
Sahota, M. .
Dynasim user guide\
Available at http://www.cs.ubc.ca/nest/lci/soccer.
 
- SahotaSahota1993
- 
Sahota, M. K. .
Real-time intelligent behaviour in dynamic environments:
  Soccer-playing robots.\
Master's thesis, University of British Columbia.
 
- Sahota, Mackworth, Barman,  KingdonSahota
  et al.1995
- 
Sahota, M. K., Mackworth, A. K., Barman, R. A.,  Kingdon, S. J.
  .
Real-time control of soccer-playing robots using off-board
  vision: the dynamite testbed\
In IEEE International Conference on Systems, Man, and
  Cybernetics,  3690-3663.
 
- Stone  VelosoStone  Veloso1996a
- 
Stone, P.   Veloso, M. .
Beating a defender in robotic soccer: Memory-based learning of
  a continuous function\
In Touretzky, D. S., Mozer, M. C.,  Hasselmo, M. E., 
  Advances in Neural Information Processing Systems 8 Cambridge, MA. MIT
  press.
 
- Stone  VelosoStone  Veloso1996b
- 
Stone, P.   Veloso, M. .
A layered approach to learning client behaviors in the robocup
  soccer server\
Submitted to Applied Artificial Intelligence (AAI) Journal.
 
- Stone  VelosoStone \
  Veloso1996c
- 
Stone, P.   Veloso, M. .
Multiagent systems: A survey from a machine learning
  perspective\
Submitted to IEEE Transactions on Knowledge and Data
  Engineering (TKDE).
 
- TanTan1993
- 
Tan, M. .
Multi-agent reinforcement learning: Independent vs. cooperative
  agents\
In Proceedings of the Tenth International Conference on Machine
  Learning,  330-337.
 
- WeißWeiß1995
- 
Weiß, G. .
Distributed reinforcement learning\
Robotics and Autonomous Systems, 15, 135-142.
 
- Zeng  SycaraZeng  Sycara1996
- 
Zeng, D.   Sycara, K. .
Bayesian learning in negotiation\
In Adaptation, Coevolution and Learning in Multiagent Systems:
  Papers from the 1996 AAAI Spring Symposium,  99-104 Menlo Park,CA.
  AAAI Press.
AAAI Technical Report SS-96-01.
 
Peter Stone 
Thu Aug 22 12:51:13 EDT 1996