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» Learning Complementary Multiagent Behaviors: A Case Study
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ROBOCUP
2009
Springer
134views Robotics» more  ROBOCUP 2009»
13 years 11 months ago
Learning Complementary Multiagent Behaviors: A Case Study
As the reach of multiagent reinforcement learning extends to more and more complex tasks, it is likely that the diverse challenges posed by some of these tasks can only be address...
Shivaram Kalyanakrishnan, Peter Stone
IJMMS
1998
74views more  IJMMS 1998»
13 years 4 months ago
Towards collaborative and adversarial learning: a case study in robotic soccer
Soccer is a rich domain for the study of multiagent learning issues. Not only must the players learn low-level skills, but they must also learn to work together and to adapt to th...
Peter Stone, Manuela M. Veloso
ROBOCUP
2005
Springer
134views Robotics» more  ROBOCUP 2005»
13 years 10 months ago
Simultaneous Learning to Acquire Competitive Behaviors in Multi-agent System Based on Modular Learning System
The existing reinforcement learning approaches have been suffering from the policy alternation of others in multiagent dynamic environments. A typical example is a case of RoboCup...
Yasutake Takahashi, Kazuhiro Edazawa, Kentarou Nom...
SERP
2007
13 years 6 months ago
Component Based Multi-Agent System Modeling and Analysis: A Case Study
- We previously proposed a Colored Petri Net (CPN) based modeling methodology to model multiagent systems. The methodology creates a component to describe the local behavior for ea...
Jiexin Lian, Sol M. Shatz, Xudong He