Distributed intelligent agents
IEEE ExpertPublished 1 December 1996
Katia Sycara, Anandeep Pannu, M. Willamson, Dajun Zeng, Keith Decker
Citations528
Generate an AI Snapshot to get a quick, structured summary of this paper.
Study Snapshot
ObjectiveStudy objective
MethodsResearch methodology
PopulationPopulation studied
Sample sizeSample sizes
OutcomesStudy outcomes here
ResultsStudy results comes here
LimitationsResearch study limitations comes here
A concise AI-generated summary of the paper will appear here once you click Generate AI Snapshot.
TL;DR
In Retsina, the authors have developed a distributed collection of software agents that cooperate asynchronously to perform goal-directed information retrieval and integration for supporting a variety of decision-making tasks.
Abstract
In Retsina, the authors have developed a distributed collection of software agents that cooperate asynchronously to perform goal-directed information retrieval and integration for supporting a variety of decision-making tasks. Examples for everyday organizational decision making and financial portfolio management demonstrate its effectiveness.
Keywords
Computer Science
The Knowledge Engineering ReviewIntelligent agents: theory and practice
6,644 Citations1995Michael Wooldridge, Nicholas R. Jennings
The aim of this paper is to point the reader at what it is perceived to be the most important theoretical and practical issues associated with the design and construction of intelligent agents.
Communications of the ACMAgents that reduce work and information overload
2,321 Citations1994Pattie Maes
Results from several prototype agents that have been built using an approach to building interface agents are presented, including agents that provide personalized assistance with meeting scheduling, email handling, electronic news filtering, and selection of entertainment.
Elsevier eBooksNewsWeeder: Learning to Filter Netnews
2,022 Citations1995Ken Lang
The results show that a learning algorithm based on the Minimum Description Length (MDL) principle was able to raise the percentage of interesting articles to be shown to users from 14% to 52% on average.
Communications of the ACMSoftware agents
1,089 Citations1994Michael Genesereth, Steven P. Ketchpel
A relatively loose notion of an agent as a self-contained program capable of controlling its own decision making and acting, based on its perception of its environment, in pursuit of one or more objectives will be used here.
International Journal of Human-Computer StudiesBayesian learning in negotiation
492 Citations1998Dajun Zeng, Katia Sycara
This paper presents both theoretical analysis and initial experimental results showing that learning is beneficial in the sequential negotiation model, called Bazaar, which provides an adaptive, multi-issue negotiation model capable of exhibiting a rich set of negotiation behaviors.
Communications of the ACMA softbot-based interface to the Internet
452 Citations1994Oren Etzioni, Daniel S. Weld
The Internet Softbot (software robot) is a fullyimplemented AI agent developed at the University of Washington that uses a UNIX shell and the World-Wide Web to interact with a wide range of internet resources.
Communications of the ACMExperience with a learning personal assistant
410 Citations1994Tom M. Mitchell, Rich Caruana +3 more
The design of one particular learning assistant is described: a calendar manager, called CAP (Calendar APprentice), that learns user scheduling preferences from experience and suggests that machine learning methods may play an important role in future personal software assistants.
IEEE Transactions on Robotics and AutomationStructured control for autonomous robots
340 Citations1994Reid Simmons
This paper advocates developing complex robot systems by layering reactive behaviors onto deliberative components, and develops the Task Control Architecture (TCA), an integrated set of control constructs useful for implementing deliberative and reactive behaviors.
International Journal of Cooperative Information SystemsCOORDINATION OF MULTIPLE INTELLIGENT SOFTWARE AGENTS
166 Citations1996Katia Sycara, Dajun Zeng
This paper presents the distributed system architecture, agent collaboration interactions, and a reusable set of software components for structuring agents, which are developing collaborating agents in diverse complex real world tasks, such as organizational decision making, investment counseling, health care and electronic commerce.
Scholarworks (University of Massachusetts Amherst)Environment Centered Analysis and Design of Coordination Mechanisms
157 Citations1995Keith Decker, Victor Lesser
The structure and characteristics of an environment can and should be used as the central guide to the design of coordination mechanisms, and thus must be a part of the eventual goal, a comprehensive theory of coordination, partially developed here.
A personal learning apprentice
154 Citations1992Lisa Dent, Jesús G. Boticario +3 more
The organization of CAP, its performance in initial field tests, and more general lessons learned from this effort about learning apprentice systems are described.
IEE Proceedings - Software EngineeringCooperative information-gathering: a distributed problem-solving approach
103 Citations1997Tim Oates, Munaga V. N. K. Prasad +1 more
The features of complex information-carrying environments and the information-gathering task are examined, demonstrating both the utility of viewing information-Gathering as distributed problem-solving and difficulties with viewing it as distributed processing.
Multi-Agent Meeting Scheduling: Preliminary Experimental Results
82 Citations1996Leonardo Garrido, Katia Sycara
This work shows how the meeting scheduling performance is more stable and constant when agents try to keep their calendar and preference information private, and investigates the tradeoffs between different parameters.
On Using KQML for Matchmaking
68 Citations1995Daniel Kuokka, Larry Harada
Several problematic issues and potential solutions are discussed, including representational challenges in advertising complex databases, the need for persistent requests in information brokering, the dilemm~ between explicit vs. implicit broKQML, problems in error recovery and response timing, consistency among information providers, and efficiency.
Communications of the ACMBottom-up design of software agents
57 Citations1994Henry Kautz, Bart Selman +1 more
The objective is to design agents that blend transparently into normal work environments, while relieving users of low-level adminis trative and clerical tasks, and believes the bottom-up approach is crucial in identifying the necessary properties of a successful agent platform.
National Conference on Artificial IntelligenceIntention = choice + commitment
53 Citations1987Philip R. Cohen, Hector J. Levesque
This paper provides a logical analysis of the concept of intention as composed of two more basic concepts, choice (or goal) and commitment, and derives a preliminary account of interpersonal commitments.
A Language and Protocol to Support Intelligent Agent Interoperability
41 Citations1992Tim Finin, Richard Fritzson +1 more
KQML, for Knowledge Query and Manipulation Language, is a language and protocol intended to support interoperability among intelligent agents in a distributed application.
Modeling information agents: advertisements, organizational roles, and dynamic behavior
23 Citations1996Keith Decker, Katia Sycara +1 more
This paper will focus on the longer-term models of capabilities that agents need in order to organize effectively to solve problems, which deal with an agent's capabilities and long-term commitments to certain classes of actions.
Learning Text Filtering Preferences
11 Citations1996Anandeep Pannu, Katia Sycara
A reusable agent that learns a model of the user’s research interests for filtering conference announcements and request for proposals from the Web and its performance at startup is quite high.
IEEE Intelligent SystemsConditional Constraint Networks for Interleaved Planning and Information Gathering
11 Citations2005José Luis Ambite, Craig A. Knoblock +2 more
The Heracles II framework, a framework for mixed-initiative planning and information gathering, maps the hierarchical task structure of the planning domain into a conditional constraint network and ensures correct constraint propagation in the presence of cycles, user interaction, and asynchronous sources.
Distributed Meeting Scheduling
2 Citations2019Jyi-Shane Liu, Katia Sycara
Integrating Planning and Execution for Information Gathering
2 Citations1995Craig A. Knoblock
Sage has been applied to the problem of information gathering to provide a flexible and efficient system for integrating heterogeneous and distributed data and has been used in the domains of logistics planning and trauma care.
