A probabilistic framework for cooperative multi-agent distributed interpretation and optimization of communication

A “Microscopic” Study of Minimum Entropy Search in Learning Decomposable Markov Networks

Machine Learning

Domain Monotonicity and the Performance of Local Solutions Strategies for CDPS-based Distributed Sensor Interpretation and Distributed Diagnosis

Autonomous Agents and Multi-Agent Systems

Causal Maps: Theory, Implementation, and Practical Applications in Multiagent Environments

IEEE Transactions on Knowledge and Data Engineering

A hybrid model for sharing information between fuzzy, uncertain and default reasoning models in multi-agent systems

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

A General Algorithm for Approximate Inference in Multiply Sectioned Bayesian Networks

IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis

Recovery Protocols in Multi-Agent Probabilistic Reasoning Systems

IDEAS '99 Proceedings of the 1999 International Symposium on Database Engineering & Applications

Minimizing communication cost in a distributed Bayesian network using a decentralized MDP

AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems

A Prototypical System for Soft Evidential Update

Applied Intelligence

Self-stabilizing defeat status computation: dealing with conflict management in multi-agent systems

Artificial Intelligence

Iterative Compilation of Multiagent Probabilistic Graphical Models

IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology

Graphical Models for Groups: Belief Aggregation and Risk Sharing

Decision Analysis

Efficient approximate inference in distributed Bayesian networks for MAS-based sensor interpretation

Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 3

Using causal knowledge to guide retrieval and adaptation in case-based reasoning about dynamic processes

International Journal of Knowledge-based and Intelligent Engineering Systems

Finding Minimum Data Requirements Using Pseudo-independence

WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 02

A join tree probability propagation architecture for semantic modeling

Journal of Intelligent Information Systems

Cooperative information sharing to improve distributed learning in multi-agent systems

Journal of Artificial Intelligence Research

Self-stabilizing defeat status computation: dealing with conflict management in multi-agent systems

Artificial Intelligence

Compiling Multiply Sectioned Bayesian Networks: A Comparative Study

MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence

Towards a faster inference algorithm in multiply sectioned Bayesian networks

Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence

Comparison of tightly and loosely coupled decision paradigms in multiagent expedition

International Journal of Approximate Reasoning

Graphical representations of consensus belief

UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence

Inference in multiply sectioned Bayesian networks with extended Shafer-Shenoy and lazy propagation

UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence

Formal analysis of a probabilistic knowledge communication framework

IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence

A multi-agent intelligent environment for medical knowledge

Artificial Intelligence in Medicine