Probabilistic reach-avoid for Bayesian neural networks

Model-based reinforcement learning seeks to simultaneously learn the dynamics of an unknown stochastic environment and synthesise an optimal policy for acting in it. Ensuring the safety and robustness of sequential decisions made through a policy in such an environment is a key challenge for policie...

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Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Wicker, M, Laurenti, L, Patane, A, Paoletti, N, Abate, A, Kwiatkowska, M
Формат: Journal article
Хэл сонгох:English
Хэвлэсэн: Elsevier 2024