SB-TRPO: Towards Safe Reinforcement Learning with Hard Constraints

Dominik Wagner, Ankit Kanwar, Luke Ong

In safety-critical domains, reinforcement learning (RL) systems must satisfy strict, zero-cost safety constraints while achieving meaningful task performance. Existing model-free m…