SB-TRPO: Towards Safe Reinforcement Learning with Hard Constraints

Dominik Wagner, Ankit Kanwar, Luke Ong

In safety-critical domains, reinforcement learning (RL) agents must often satisfy strict, zero-cost safety constraints while accomplishing tasks. Existing model-free methods freque…