ShardNet: Training Neural Controllers with Hard, Non-Convex Constraints

Long Kiu Chung, Shreyas Kousik

While neural network control policies are powerful, their deployment on safety critical systems depends on ensuring that they obey strict constraints. Existing work often treats sa…