grant
CPS-Small: Provable Enforcement of Hard Constraints in Reinforcement Learning-Based Controllers for Safety-Critical CPS
Organization University of California-BerkeleyLocation BERKELEY, United StatesPosted 1 Jan 2026Deadline 31 Dec 2028
NSFUS FederalResearch GrantScience FoundationCA
Description preview
As autonomous systems like self-driving cars and delivery robots become more common, making sure that they operate safely is critical. These systems often learn how to act using reinforcement learning (RL). While powerful, RL methods typically do not guarantee safety, which limits their use in the real world. A common approach towards capturing…
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