4 citations · 4 across the 2 of their papers we have counts for
2 papers
eess.SY2025
Probabilistic Safety Guarantee for Stochastic Control Systems Using Average Reward MDPs
Saber Omidi, Marek Petrik, Se Young Yoon +1
Safety in stochastic control systems, which are subject to random noise with a known probability distribution, aims to compute policies that satisfy predefined operational constrai…
cs.LG2021★ 4 cited
Robust Maximum Entropy Behavior Cloning
Mostafa Hussein, Brendan Crowe, Marek Petrik +1
Imitation learning (IL) algorithms use expert demonstrations to learn a specific task. Most of the existing approaches assume that all expert demonstrations are reliable and trustw…