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How to Assign Tasks in Multi-Agent Systems: Load Balancing, Scheduling, and Resource Control
Scalable Situated Multi-Agent Task Allocation
MAGNNET: Multi-Agent Graph Neural Network-based Task Allocation for Autonomous Vehicles with DRL
Learning Task Requirements and Agent Capabilities for Multi-agent Task Allocation
RL-based heterogeneous multi agent task allocation with multiple charging station
Multi-Agent Task Allocation: a Hunter and Gatherer Approach
EMERGE: Evolutionary Memory-Augmented Multi-Agent Reasoning for Multi-Robot Task Allocation
Multi-Agent Task Allocation mechanism integrated with a physical simulator
How to Build a Multi Agent AI System
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Last Updated: August 23, 2026
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