Introduction to Reinforcement Learning
Introduction to Reinforcement Learning
E-Commerce Recommendation Applications
Data Mining and Knowledge Discovery
Principles of Trust for MAS: Cognitive Anatomy, Social Importance, and Quantification
ICMAS '98 Proceedings of the 3rd International Conference on Multi Agent Systems
Intention Reconciliation by Collaborative Agents
ICMAS '00 Proceedings of the Fourth International Conference on MultiAgent Systems (ICMAS-2000)
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Detecting deception in reputation management
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Selecting service providers from noisy reputations
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
PeerTrust: Supporting Reputation-Based Trust for Peer-to-Peer Electronic Communities
IEEE Transactions on Knowledge and Data Engineering
Using Policies for Information Valuation to Justify Beliefs
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1
Review on Computational Trust and Reputation Models
Artificial Intelligence Review
The Knowledge Engineering Review
A reference model for designing effective reputation information systems
Journal of Information Science
Effect of referrals on convergence to satisficing distributions
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
A context-aware approach for service selection using ontologies
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Monopolizing markets by exploiting trust
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
A survey of trust and reputation systems for online service provision
Decision Support Systems
Experience-based service provider selection in agent-mediated E-Commerce
Engineering Applications of Artificial Intelligence
Trust-based service provider selection in open environments
Proceedings of the 2007 ACM symposium on Applied computing
Research Note---How Often Should Reputation Mechanisms Update a Trader's Reputation Profile?
Information Systems Research
Ontology-Based Service Representation and Selection
IEEE Transactions on Knowledge and Data Engineering
Dynamic trust assessment of software services
2nd international workshop on Service oriented software engineering: in conjunction with the 6th ESEC/FSE joint meeting
Using reputation to augment explicit authorization
Proceedings of the 2007 ACM workshop on Digital identity management
On representation and aggregation of social evaluations in computational trust and reputation models
International Journal of Approximate Reasoning
Searching for Collaborators in Agent Networks
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Arguing about Reputation: The LRep Language
Engineering Societies in the Agents World VIII
Beyond Accuracy. Reputation for Partner Selection with Lies and Retaliation
Multi-Agent-Based Simulation VIII
Multiagent and Grid Systems - Engineering Environments in Multiagent Systems
A new evidential trust model for open communities
Computer Standards & Interfaces
Model for Voter Scoring and Best Answer Selection in Community Q&A Services
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Probabilistic prediction of peers' performance in P2P networks
Engineering Applications of Artificial Intelligence
A probabilistic reputation model based on transaction ratings
Information Sciences: an International Journal
Evidence-based trust: A mathematical model geared for multiagent systems
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
An architectural approach to composing reputation-based distributed services
ECSA'10 Proceedings of the 4th European conference on Software architecture
A learning automata based solution to service selection in stochastic environments
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
Security applications of trust in multi-agent systems
Journal of Computer Security
PathTrust: a trust-based reputation service for virtual organization formation
iTrust'06 Proceedings of the 4th international conference on Trust Management
DAMAS'05 Proceedings of the 2005 international conference on Defence Applications of Multi-Agent Systems
Using inertia and referrals to facilitate satisficing distributions
IWDC'05 Proceedings of the 7th international conference on Distributed Computing
Learning to use referrals to select satisficing service providers
WRAC'05 Proceedings of the Second international conference on Radical Agent Concepts: innovative Concepts for Autonomic and Agent-Based Systems
Reputation-based decisions for logic-based cognitive agents
Autonomous Agents and Multi-Agent Systems
A design foundation for a trust-modeling experimental testbed
Trusting Agents for Trusting Electronic Societies
Decentralized monitoring of agent communications with a reputation model
Trusting Agents for Trusting Electronic Societies
Learning to locate trading partners in agent networks
ALA'09 Proceedings of the Second international conference on Adaptive and Learning Agents
Service selection in stochastic environments: a learning-automaton based solution
Applied Intelligence
DART: A Distributed Analysis Of Reputation And Trust Framework
Computational Intelligence
A computational trust model with trustworthiness against liars in multiagent systems
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
A robust trust model for service-oriented systems
Journal of Computer and System Sciences
A comprehensive approach to trust management
Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
Computational trust and reputation models for open multi-agent systems: a review
Artificial Intelligence Review
International Journal of Advanced Pervasive and Ubiquitous Computing
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We consider the problem of user agents selecting processor agents to processor tasks. We assume that processor agents are drawn from two populations: high and low-performing processors with different averages but similar variance in performance. For selecting a processor, a user agent queries other user agents for their high/low rating of different processors. We assume that a known percentage of "liar" users, who give inverse estimates of processors. We develop a trust mechanism that determines the number of users to query given a target guarantee threshold likelihood of choosing high-performance processors in the face of such "noisy" reputation mechanisms. We evaluate the robustness of this reputation-based trusting mechanism over varying environmental parameters like percentage of liars, performance difference and variances for high and low-performing agents, learning rates, etc.