SB-TRPO: Towards Safe Reinforcement Learning with Hard Constraints.

arXiv:2512.23770v4 Announce Type: replace-cross Abstract: In safety-critical domains, reinforcement learning (RL) systems must satisfy strict, zero-cost safety constraints while achieving meaningful task performance. Existing model-free methods can struggle to