Swarms Research
Advancing multi-agent collaboration, multimodal intelligence, and large-scale agentic simulation.
Portfolio
Active projects
Past and present research in multi-agent collaboration and multimodal intelligence.
Domains
Research focus areas
Core domains driving our research initiatives.
Multimodal AI
Models that integrate vision, language, and action modalities for comprehensive understanding and generation.
- Vision-Language Models
- Action Prediction
- Cross-Modal Learning
Autonomous Systems
Fully autonomous systems capable of independent decision-making, coordination, and adaptation in complex environments.
- Multi-Agent Coordination
- Decision Making
- Adaptive Systems
Domain Simulation
Realistic simulations of complex real-world systems including healthcare, organizations, and economies.
- Healthcare Systems
- Organizational Dynamics
- Economic Models
System Optimization
Frameworks for efficient resource allocation, memory management, and computational optimization in distributed AI systems.
- Resource Management
- Memory Allocation
- Scalable Computing
Join our research team
Help shape the future of autonomous systems and multimodal intelligence.