Safe Reinforcement Learning via Shielding

Mohammed Alshiekh, Roderick Bloem, Ruediger Ehlers +3

Reinforcement learning algorithms discover policies that maximize reward, but do not necessarily guarantee safety during learning or execution phases. We introduce a new approach t…