In this paper we investigate the learning of cooper-ation and communication in a multi agent system. A predator prey pursuit domain is dened in which predators can learn to both non-cooperatively and cooperatively capture prey. We then study the in u-ence of communication on a predator's choice to co-operate. Communication will be learned based on its enhancement of cooperation. We show that the de-veloped communicative abilities allow the predators to make a more optimal choice between the coopera-tive and non-cooperative behaviour.
In certain tasks such as pursuit and evasion, multiple agents need to coordinate their behavior to a...
Despite games often being used as a testbed for new computational intelligence techniques, the ma-jo...
The prey-predator pursuit problem is a generic multi-agent testbed referenced many times in literatu...
Abstract. A generic predator/prey pursuit scenario is used to validate a common learning approach us...
Multi-agent coordination is highly desirable with many uses in a variety of tasks. In nature the phe...
Communication plays a vital role in the organization and operation of biological, computational, eco...
In multiagent systems, the potential interactions between agents is combinatorial. Explicitly coding...
Abstract. The prey-predator pursuit problem is a generic multi-agent testbed referenced many times i...
3noWe consider a cooperative multi-agent system in which cooperation may be enforced by communicatio...
Abstract—Biology can offer insight into how realistic artificial agents and complex interactions bet...
We study the interaction of the effects of the strategic environment and communication on the observ...
4noWe consider a multi-agent system in which the individual goal is to collect resources, but where ...
Cooperation and social learning are fundamental mechanisms that maintain social organisation among a...
We analyze a general model of multi-agent communication in which all agents communicate simultaneous...
In this paper I will present a game theoretic multi-agent system to simulate evolutionary processes ...
In certain tasks such as pursuit and evasion, multiple agents need to coordinate their behavior to a...
Despite games often being used as a testbed for new computational intelligence techniques, the ma-jo...
The prey-predator pursuit problem is a generic multi-agent testbed referenced many times in literatu...
Abstract. A generic predator/prey pursuit scenario is used to validate a common learning approach us...
Multi-agent coordination is highly desirable with many uses in a variety of tasks. In nature the phe...
Communication plays a vital role in the organization and operation of biological, computational, eco...
In multiagent systems, the potential interactions between agents is combinatorial. Explicitly coding...
Abstract. The prey-predator pursuit problem is a generic multi-agent testbed referenced many times i...
3noWe consider a cooperative multi-agent system in which cooperation may be enforced by communicatio...
Abstract—Biology can offer insight into how realistic artificial agents and complex interactions bet...
We study the interaction of the effects of the strategic environment and communication on the observ...
4noWe consider a multi-agent system in which the individual goal is to collect resources, but where ...
Cooperation and social learning are fundamental mechanisms that maintain social organisation among a...
We analyze a general model of multi-agent communication in which all agents communicate simultaneous...
In this paper I will present a game theoretic multi-agent system to simulate evolutionary processes ...
In certain tasks such as pursuit and evasion, multiple agents need to coordinate their behavior to a...
Despite games often being used as a testbed for new computational intelligence techniques, the ma-jo...
The prey-predator pursuit problem is a generic multi-agent testbed referenced many times in literatu...