Self-Adaptive Swarm System (SASS)
This addresses the problem of integrating perception, communication, planning, execution, decision-making, and learning in multi-agent systems, but it appears incremental as it builds on existing MAS concepts.
The research tackled the automation gap in distributed artificial intelligence by proposing the Self-Adaptive Swarm System (SASS) as a principled multi-agent cooperation framework, but no concrete results or numbers were provided.
Distributed artificial intelligence (DAI) studies artificial intelligence entities working together to reason, plan, solve problems, organize behaviors and strategies, make collective decisions and learn. This Ph.D. research proposes a principled Multi-Agent Systems (MAS) cooperation framework -- Self-Adaptive Swarm System (SASS) -- to bridge the fourth level automation gap between perception, communication, planning, execution, decision-making, and learning.