3 citations · 3 across the 2 of their papers we have counts for
4 papers
Safety Shielding under Delayed Observation
Filip Cano Córdoba, Alexander Palmisano, Martin Fränzle +2
Agents operating in physical environments need to be able to handle delays in the input and output signals since neither data transmission nor sensing or actuating the environment…
Online Shielding for Reinforcement Learning
Bettina Könighofer, Julian Rudolf, Alexander Palmisano +2
Besides the recent impressive results on reinforcement learning (RL), safety is still one of the major research challenges in RL. RL is a machine-learning approach to determine nea…
Online Shielding for Stochastic Systems
Bettina Könighofer, Julian Rudolf, Alexander Palmisano +2
In this paper, we propose a method to develop trustworthy reinforcement learning systems. To ensure safety especially during exploration, we automatically synthesize a correct-by-c…
It's Time to Play Safe: Shield Synthesis for Timed Systems
Roderick Bloem, Peter Gjøl Jensen, Bettina Könighofer +3
Erroneous behaviour in safety critical real-time systems may inflict serious consequences. In this paper, we show how to synthesize timed shields from timed safety properties given…