Constraint-Aware Reinforcement Learning via Adaptive Action Scaling
arXiv:2510.11491v2 Announce Type: replace
Abstract: Safe reinforcement learning (RL) seeks to mitigate unsafe behaviors that arise from exploration during training by reducing constraint violations while maintaining task performance. Existing approach…