Safe Reinforcement Learning using Action Projection: Safeguard the Policy or the Environment?

Hannah Markgraf, Shambhuraj Sawant, Hanna Krasowski +3

Projection-based safety filters, which modify unsafe actions by mapping them to the closest safe alternative, are widely used to enforce safety constraints in reinforcement learnin…