Full papers of 6-8 pages in standard AAAI style format are sought in the following topic areas. Please follow the deadlines and submit via the submission site.
Multi-Agent Collaboration
Decision-making representations, models, and algorithms for multi-agent systems
Integrating planning, reasoning, and learning for autonomous multi-agent systems
Coordinated task recognition, planning, and collaborative behaviors execution with realistic communication limitations
Common Operational Picture
Reasoning about environmental uncertainties
Distributed estimation of environment and the target objects or phenomena.
Relative localization and mapping
Information sharing to establish a COP with realistic communication limitations
System Engineering for Scalability
Safety assurances in decision-making and learning for multi-agent systems
Robustness of multi-agent systems in the presence of failures
Scalable multi-agent systems
Modeling and Simulation Environments for multi-agent systems
Alternate Communication Models in multi-agent systems
Multi-Agent Operations / Human-Swarm Interaction
Human management of multi-agent systems in the presence of limited communications
Leveraging the complimentary capabilities of humans and robots in multi-agent systems
Explainability of multi-agent decisions / behaviors with realistic communication limitations
Lessons Learned and Path Forward
Case studies and lessons learned from deployed autonomous multi-agent systems
Challenge Problems for autonomous multi-agent systems in the presence of uncertainty