65 citations · 306 across the 20 of their papers we have counts for
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cs.RO2022★ 39 cited
Provably Safe Reinforcement Learning via Action Projection using Reachability Analysis and Polynomial Zonotopes
Niklas Kochdumper, Hanna Krasowski, Xiao Wang +2
While reinforcement learning produces very promising results for many applications, its main disadvantage is the lack of safety guarantees, which prevents its use in safety-critica…
cs.RO2021★ 2 cited
Stress Testing Autonomous Racing Overtake Maneuvers with RRT
Stanley Bak, Johannes Betz, Abhinav Chawla +2
High-performance autonomy often must operate at the boundaries of safety. When external agents are present in a system, the process of ensuring safety without sacrificing performan…