A theory of diagnosis from first principles
Artificial Intelligence
Artificial Intelligence
Model-based reasoning: troubleshooting
Exploring artificial intelligence
Unified theories of cognition
Readings in model-based diagnosis
Readings in model-based diagnosis
Controlling cooperative problem solving in industrial multi-agent systems using joint intentions
Artificial Intelligence
Collaborative plans for complex group action
Artificial Intelligence
Reaching agreements through argumentation: a logical model and implementation
Artificial Intelligence
What is wrong with us? Improving robustness through social diagnosis
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Exception handling in agent systems
Proceedings of the third annual conference on Autonomous Agents
Debugging multi-agent systems using design artifacts: the case of interaction protocols
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 2
A protocol for multi-agent diagnosis with spatially distributed knowledge
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
An Experimental Evaluation of Domain-Independent Fault Handling Services in Open Multi-Agent Systems
ICMAS '00 Proceedings of the Fourth International Conference on MultiAgent Systems (ICMAS-2000)
Diagnosis as an Integral Part of Multi-Agent Adaptability TITLE2:
Diagnosis as an Integral Part of Multi-Agent Adaptability TITLE2:
Reaching Diagnostic Agreement in Multi-Agent Diagnosis
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
Towards flexible teamwork in behavior-based robots: extended abstract
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Diagnosis of multi-robot coordination failures using distributed CSP algorithms
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Towards model-based diagnosis of coordination failures
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 1
Robust agent teams via socially-attentive monitoring
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
On the design of social diagnosis algorithms for multi-agent teams
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Primary and secondary diagnosis of multi-agent plan execution
Autonomous Agents and Multi-Agent Systems
Diagnosis of Simple Temporal Networks
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
A distributed control loop for autonomous recovery in a multi-agent plan
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
A representation for coordination fault detection in large-scale multi-agent systems
Annals of Mathematics and Artificial Intelligence
Agent cooperation for monitoring and diagnosing a MAP
MATES'09 Proceedings of the 7th German conference on Multiagent system technologies
Challenges of distributed model-based diagnosis
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Diagnosis of coordination failures: a matrix-based approach
Autonomous Agents and Multi-Agent Systems
Application of model-based diagnosis to multi-agent systems representing public administration
AICOL'11 Proceedings of the 25th IVR Congress conference on AI Approaches to the Complexity of Legal Systems: models and ethical challenges for legal systems, legal language and legal ontologies, argumentation and software agents
Robust design of multi-agent system interactions: A testing approach based on pattern matching
Engineering Applications of Artificial Intelligence
On classification and modeling issues in distributed model-based diagnosis
AI Communications - Intelligent Engineering Techniques for Knowledge Bases
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Teamwork demands agreement among team-members in order to collaborate and coordinate effectively. When a disagreement between teammates occurs (due to failures), team-members should ideally diagnose its causes, to resolve the disagreement. Such diagnosis of social failures can be expensive in communication and computation, challenges which previous work has not addressed. We present a novel design space of diagnosis algorithms, distinguishing several phases in the diagnosis process, and providing alternative algorithms for each phase. We then combine these algorithms in different ways to empirically explore specific design choices in a complex domain, on thousands of failure cases. The results show that different phases of diagnosis affect communication and computation overhead. In particular, centralizing the diagnosis disambiguation process is a key factor in reducing communications, while runtime is affected mainly by the amount of reasoning about other agents. These results contrast with previous work in disagreement detection (without diagnosis), in which distributed algorithms reduce communications.