Decentralized Safe Multi-Agent Reinforcement Learning via Predictive Shielding
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 performance and compromised...
Y. El Yamani, Hanna Krasowski, Elena Vanneaux
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