7 citations · 19 across the 11 of their papers we have counts for
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cs.AI2022★ 3 cited
Safe Reinforcement Learning via Shielding under Partial Observability
Steven Carr, Nils Jansen, Sebastian Junges +1
Safe exploration is a common problem in reinforcement learning (RL) that aims to prevent agents from making disastrous decisions while exploring their environment. A family of appr…
cs.RO2022★ 4 cited
Dynamic Certification for Autonomous Systems
Georgios Bakirtzis, Steven Carr, David Danks +1
Autonomous systems are often deployed in complex sociotechnical environments, such as public roads, where they must behave safely and securely. Unlike many traditionally engineered…