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» Maximal Introspection of Agents
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ANSS
2001
IEEE
15 years 1 months ago
Simulation-Based Engineering of Complex Adaptive Systems Using a Classifier Block
A Complex Adaptive System (CAS) is a network of communicating, intelligent agents where each agent adapts its behavior in order to collaborate with other agents to achieve overall...
John R. Clymer, David J. Chen
AAMAS
2006
Springer
14 years 10 months ago
Handling Communication Restrictions and Team Formation in Congestion Games
Abstract. There are many domains in which a multi-agent system needs to maximize a "system utility" function which rates the performance of the entire system, while subje...
Adrian K. Agogino, Kagan Tumer
89
Voted
AAMAS
2004
Springer
14 years 10 months ago
Multi-Dimensional, MultiStep Negotiation
We present a multi-dimensional, multi-step negotiation mechanism for task allocation among cooperative agents based on distributed search. This mechanism uses marginal utility gai...
Xiaoqin Zhang, Victor R. Lesser, Rodion M. Podoroz...
AMEC
2004
Springer
15 years 3 months ago
A Budget-Balanced, Incentive-Compatible Scheme for Social Choice
Abstract. Many practical scenarios involve solving a social choice problem: a group of self-interested agents have to agree on an outcome that best fits their combined preferences...
Boi Faltings
AAMAS
2002
Springer
14 years 10 months ago
Relational Reinforcement Learning for Agents in Worlds with Objects
In reinforcement learning, an agent tries to learn a policy, i.e., how to select an action in a given state of the environment, so that it maximizes the total amount of reward it ...
Saso Dzeroski