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» QUICR-Learning for Multi-Agent Coordination
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IAT
2007
IEEE
14 years 1 months ago
Coordination in Introspective Multi-Agent Systems
This paper proposes a multi-agent system architecture based on introspective agents provided with an expressive communication language and reasoning capabilities on their skills. ...
Yasmine Charif, Nicolas Sabouret
CISIS
2007
IEEE
13 years 9 months ago
Task Decomposition and Delegation Algorithms for Coordinating Unstructured Multi Agent Systems
This paper describes the initial PhD research work for developing an innovative process for agent coordination in unstructured distributed environments. In this proposal, an agent...
António Luis Lopes, Luís Miguel Bote...
IAT
2006
IEEE
14 years 1 months ago
Multi-Agent Coordination and Cooperation through Classical Planning
Multi-agent planning is a fundamental problem in multiagent systems that has acquired a variety of meanings in the relative literature. In this paper we focus on a setting where m...
Yannis Dimopoulos, Pavlos Moraitis
AAAI
2006
13 years 8 months ago
QUICR-Learning for Multi-Agent Coordination
Coordinating multiple agents that need to perform a sequence of actions to maximize a system level reward requires solving two distinct credit assignment problems. First, credit m...
Adrian K. Agogino, Kagan Tumer
AAAI
2011
12 years 7 months ago
Coordinated Multi-Agent Reinforcement Learning in Networked Distributed POMDPs
In many multi-agent applications such as distributed sensor nets, a network of agents act collaboratively under uncertainty and local interactions. Networked Distributed POMDP (ND...
Chongjie Zhang, Victor R. Lesser