Multi-Agent Systems

From Idea to Co-Creation
A multi-agent 3D modeling framework where planner, actor, and critic agents iteratively reason, execute, evaluate, and improve Blender outputs with human-in-the-loop supervision.

Data Passbook
Metadata layer for dataset discovery, verification, and secure access in multi-agent networks.

Conflict-Driven Design
A gamified digital board-game for conflict-driven urban design—training multi-agent reinforcement learning agents to discover strategies for collaborative resilience under competing stakeholder objectives.

Collective Negotiation
Multi-agent system simulating community decision-making and stakeholder negotiations for urban redevelopment.

AI Urban Planner
AI agent framework for automated urban planning and spatial analysis.
MPAV
Simulation environment for multi-purpose autonomous vehicle deployment and urban impact analysis.



