Conservative Exploration for Policy Optimization via Off-Policy Policy Evaluation

Paul Daoudi, Mathias Formoso, Othman Gaizi +2

A precondition for the deployment of a Reinforcement Learning agent to a real-world system is to provide guarantees on the learning process. While a learning algorithm will eventua…