COP-Q: Safety-First Reinforcement Learning for Robot Control via Cholesky-Ordered Projection

Guopeng Li, Moritz A. Zanger, Matthijs T. J. Spaan +1

Safe robot control requires maximizing return while satisfying safety constraints. In off-policy safe reinforcement learning, reward and safety Q-values are commonly learned by sep…