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On the Role of Environments in Multiagent Systems

by Danny Weyns, Tom Holvoet - First International Workshop, E4MAS 2004 , 2005
"... For a long time, the role of the environment has been underestimated in multiagent systems research. Originating from research on behavior-based agents and situated multiagent systems, the importance of the environment is now gradually being accepted in the multiagent system community in general. In ..."
Abstract - Cited by 51 (10 self) - Add to MetaCart
For a long time, the role of the environment has been underestimated in multiagent systems research. Originating from research on behavior-based agents and situated multiagent systems, the importance of the environment is now gradually being accepted in the multiagent system community in general

Research on Environments in Multiagent Systems: Reflection on the State-of-the-Art

by Danny Weyns, Er Helleboogh, Michael Schumacher, Tom Holvoet
"... Recently, the perspective on the role of the environment in multiagent systems has undergone a fundamental change. Whereas functionalities of the environment are often dealt with implicitly or in an ad-hoc manner, recent research puts forward the environment as a first-order design abstraction in mu ..."
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Recently, the perspective on the role of the environment in multiagent systems has undergone a fundamental change. Whereas functionalities of the environment are often dealt with implicitly or in an ad-hoc manner, recent research puts forward the environment as a first-order design abstraction

Environments for Multiagent Systems Report AgentLink Technical Forum Group

by Danny Weyns, Michael Schumacher, Ro Ricci, Mirko Viroli, Tom Holvoet , 2005
"... Abstract. There is a growing awareness in the multiagent systems research community that the environment plays a prominent role in multiagent systems. Originating from research on behavior-based agent systems and situated multiagent systems, the importance of the environment in multiagent systems is ..."
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Abstract. There is a growing awareness in the multiagent systems research community that the environment plays a prominent role in multiagent systems. Originating from research on behavior-based agent systems and situated multiagent systems, the importance of the environment in multiagent systems

The cognitive agent specification language and verification environment for multiagent systems

by Steven Shapiro, Yves Lespérance, Hector J. Levesque - In Proc. of AAMAS’02
"... The Cognitive Agents Specification Language (CASL) is a framework for specifying multiagent systems. It has a mix of declarative and procedural components to facilitate the specification and verification of complex multiagent systems. In this paper, we describe CASL and a verification environment (C ..."
Abstract - Cited by 37 (8 self) - Add to MetaCart
The Cognitive Agents Specification Language (CASL) is a framework for specifying multiagent systems. It has a mix of declarative and procedural components to facilitate the specification and verification of complex multiagent systems. In this paper, we describe CASL and a verification environment

Consensus and cooperation in networked multi-agent systems

by Reza Olfati-saber, J. Alex Fax, Richard M. Murray - PROCEEDINGS OF THE IEEE
"... This paper provides a theoretical framework for analysis of consensus algorithms for multi-agent networked systems with an emphasis on the role of directed information flow, robustness to changes in network topology due to link/node failures, time-delays, and performance guarantees. An overview of ..."
Abstract - Cited by 772 (2 self) - Add to MetaCart
This paper provides a theoretical framework for analysis of consensus algorithms for multi-agent networked systems with an emphasis on the role of directed information flow, robustness to changes in network topology due to link/node failures, time-delays, and performance guarantees. An overview

xGroupware: Supporting Collaborative Cross-Reality Environments using Multiagents System

by Katia Vega, Débora Cardador, Hugo Fuks, Carlos Lucena
"... Abstract — this paper presents xGroupware, a cross-reality meetingware that coordinates some activities to support remote workgroup. xGroupware was developed based on a multiagent system architecture that integrates different technologies for enabling message exchange between virtual and real worlds ..."
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Abstract — this paper presents xGroupware, a cross-reality meetingware that coordinates some activities to support remote workgroup. xGroupware was developed based on a multiagent system architecture that integrates different technologies for enabling message exchange between virtual and real

Markov games as a framework for multi-agent reinforcement learning

by Michael L. Littman - IN PROCEEDINGS OF THE ELEVENTH INTERNATIONAL CONFERENCE ON MACHINE LEARNING , 1994
"... In the Markov decision process (MDP) formalization of reinforcement learning, a single adaptive agent interacts with an environment defined by a probabilistic transition function. In this solipsistic view, secondary agents can only be part of the environment and are therefore fixed in their behavior ..."
Abstract - Cited by 607 (13 self) - Add to MetaCart
In the Markov decision process (MDP) formalization of reinforcement learning, a single adaptive agent interacts with an environment defined by a probabilistic transition function. In this solipsistic view, secondary agents can only be part of the environment and are therefore fixed

From reactive robotics to situated multiagent systems: A historical perspective on the role of environment in multiagent systems

by Danny Weyns, Tom Holvoet, Agentwise Distrinet - In Engineering Societies in the Agents World VI, Revised Selected and Invited Papers, volume 3963 of Lecture Notes in Computer Science , 2006
"... Abstract. Historically, the idea of situated multiagent systems—in which the environment gets a prominent role—originates from the domain of reactive robotics. In this paper, we give a historical perspective of research on agency that devotes pertinent attention to the environment, and show how the ..."
Abstract - Cited by 7 (6 self) - Add to MetaCart
Abstract. Historically, the idea of situated multiagent systems—in which the environment gets a prominent role—originates from the domain of reactive robotics. In this paper, we give a historical perspective of research on agency that devotes pertinent attention to the environment, and show how

Developing Multiagent Systems: The Gaia Methodology

by Franco Zambonelli, Nicholas R. Jennings, Michael Wooldridge , 2003
"... Systems composed of interacting autonomous agents offer a promising software engineering approach for developing applications in complex domains. However, this multiagent system paradigm introduces a number of new abstractions and design/development issues when compared with more traditional appr ..."
Abstract - Cited by 377 (18 self) - Add to MetaCart
Systems composed of interacting autonomous agents offer a promising software engineering approach for developing applications in complex domains. However, this multiagent system paradigm introduces a number of new abstractions and design/development issues when compared with more traditional

An Integrated Experimental Environment for Distributed Systems and Networks

by Brian White, Jay Lepreau, Leigh Stoller, Robert Ricci, Shashi Guruprasad, Mac Newbold, Mike Hibler, Chad Barb, Abhijeet Joglekar - In Proc. of the Fifth Symposium on Operating Systems Design and Implementation , 2002
"... Three experimental environments traditionally support network and distributed systems research: network emulators, network simulators, and live networks. The continued use of multiple approaches highlights both the value and inadequacy of each. Netbed, a descendant of Emulab, provides an experimenta ..."
Abstract - Cited by 679 (41 self) - Add to MetaCart
Three experimental environments traditionally support network and distributed systems research: network emulators, network simulators, and live networks. The continued use of multiple approaches highlights both the value and inadequacy of each. Netbed, a descendant of Emulab, provides
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