Accelerating Safe Reinforcement Learning with Constraint-mismatched Policies

Tsung-Yen Yang, Justinian Rosca, Karthik Narasimhan +1

We consider the problem of reinforcement learning when provided with (1) a baseline control policy and (2) a set of constraints that the learner must satisfy. The baseline policy c…