Recovery RL: Safe Reinforcement Learning with Learned Recovery Zones

Brijen Thananjeyan, Ashwin Balakrishna, Suraj Nair +7

Safety remains a central obstacle preventing widespread use of RL in the real world: learning new tasks in uncertain environments requires extensive exploration, but safety require…