Constraint-Aware Reinforcement Learning via Adaptive Action Scaling

Murad Dawood, Usama Ahmed Siddiquie, Shahram Khorshidi +1

Safe reinforcement learning (RL) seeks to mitigate unsafe behaviors that arise from exploration during training by reducing constraint violations while maintaining task performance…