Temporal reasoning and planning
Reasoning about plans
Analogical representation of spatial events for understanding traffic behaviour
ECAI '92 Proceedings of the 10th European conference on Artificial intelligence
Qualitative representation of positional information
Artificial Intelligence
Qualitative Representation of Spatial Knowledge
Qualitative Representation of Spatial Knowledge
Pattern-Directed Inference Systems
Pattern-Directed Inference Systems
Program Understanding as Constraint Satisfaction: Representation and Reasoning Techniques
Automated Software Engineering
A framework for recognizing multi-agent action from visual evidence
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Monitoring deployed agent teams
Proceedings of the fifth international conference on Autonomous agents
Towards robust teams with many agents
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 2
Techniques for Plan Recognition
User Modeling and User-Adapted Interaction
A method for team intention inference
International Journal of Human-Computer Studies
Monitoring agents using declarative planning
Fundamenta Informaticae
A method for conflict detection based on team intention inference
Interacting with Computers
Detecting disagreements in large-scale multi-agent teams
Autonomous Agents and Multi-Agent Systems
High-level goal recognition in a wireless LAN
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Monitoring teams by overhearing: a multi-agent plan-recognition approach
Journal of Artificial Intelligence Research
Discovering behavior patterns in multi-agent teams
KES-AMSTA'08 Proceedings of the 2nd KES International conference on Agent and multi-agent systems: technologies and applications
Transactions on Compuational Collective Intelligence VI
Monitoring Agents using Declarative Planning
Fundamenta Informaticae - The 1st International Workshop on Knowledge Representation and Approximate Reasoning (KR&AR)
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While plan recognition research has been applied to a wide variety of problems, it has largely made identical assumptions about the number of agents participating in the plan, the observability of the plan execution process, and the scale of the domain. We describe a method for plan recognition in a real-world domain involving large numbers of agents performing spatial maneuvers in concert under conditions of limited observability. These assumptions differ radically from those traditionally made in plan recognition and produce a problem which combines aspects of the fields of plan recognition, pattern recognition, and object tracking. We describe our initial solution which borrows and builds upon research from each of these areas, employing a pattern-directed approach to recognize individual movements and generalizing these to produce inferences of large-scale behavior.