Long Kiu Chung

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 safety as a metric to optimize for, which competes with other performance objectives, if training conv…Read more