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Decentralized Safe Multi-Agent Reinforcement Learning via Predictive Shielding

Yamani, Yacine El et al.
arXiv (All) · Papers
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artificial-intelligencemultiagent-systemsroboticssystems-and-control
Environments are increasingly populated by multiple robots performing independent tasks with limited prior knowledge of each other. Deploying such multi-agent systems presents significant challenges. Specifically, shifts in deployment states compared to training data can lead to poor policy performa
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