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Multiagent Systems Research Group
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The Multiagent Systems Research Group is concerned with
designing, analyzing and implementing sophisticated AI
systems consisting of multiple agents. Special focus is on
coordination of self-interested agents in open systems. In
this endeavor, they use techniques from game theory and
other fields of microeconomics, and extend those theories
with normative models of bounded rationality, such as
limited computation and communication. This work has also
led them to develop new techniques for single agent
resource-bounded reasoning, constraint satisfaction and
machine learning.
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Multi-Agent Systems Laboratory
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The Multi-Agent Systems Laboratory is part of the
Department of Computer Science at the University of
Massachusetts at Amherst and is concerned with the
development and analysis of sophisticated Artificial
Intelligence problem-solving and control architectures for
both single-agent and multiple-agent systems.
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NARS
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NARS (Non-Axiomatic Reasoning System) is an intelligent
reasoning system. It can answer questions according to the
knowledge originally provided by the user. What makes it
different from conventional reasoning systems is its
ability to learn from its experiences and to work with
insufficient knowledge and resources.
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Open Agent Architecture
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The goal of this ongoing project is to develop an open
agent architecture and accompanying user interface for
networked desktop and handheld machines. Partial listing
of OAA-Based Projects is included from Automated Office
to Speech Recognition over the Web.
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OSCAR Project
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The OSCAR Project is funded in part by the National
Science Foundation. The goal of the OSCAR Project is the
formulation of a general theory of rationality and its
implementation in an artificial rational agent. The
project is predicated on the view that philosophy has an
essential role to play in artificial intelligence. We want
artificial agents to draw rational conclusions and make
rational decisions. The current version of OSCAR can be
downloaded, along with the OSCAR Manual.
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Plangent
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Plangent is an intelligent agent system that performs
tasks for human users. The plangent agents have the mobile
and planning facility, and they can move around the
network, think what is the best suited action on that
occasion, and act by themselves. This software is
developed at Systems and Software Research Laboratories,
R&D Center, Toshiba Corporation Japan.
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Project Ariadne
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Project Ariadne is developing tools to construct wrappers
that make web sources look like databases and are
developing the mediator technology required to dynamically
and efficiently answer queries using these sources. The
resulting system will make it fast and cheap to build new
applications from existing web sources. The mediator and
wrapper approach also make it easy to maintain these
applications and incorporate new sources as they become
available.
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Project Aristotle
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Project Aristotle - Automated Categorization of Web
Resources. This is an extensive site listing projects,
research, products and services available throughout the
world for the automated categorization of Web resources.
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