location: Orchard View Room
SILO: Reinforcement Learning with Robustness and Safety Guarantees
Abstract: Reinforcement Learning (RL) is the class of machine learning that addresses the problem of learning to control unknown dynamical systems. RL has achieved remarkable success recently in applications like playing games and robotics. However, most of these successes are limited to very structured or simulated environments. When applied to …