McGill University, Mila, Facebook AI Research; McGill University, Mila; Microsoft Research; University of Massachusetts
harsh satija, Philip Thomas, Joelle Pineau, Romain Laroche
Reinforcement Learning;Multi-Objective RL;RL Safety;Safe Policy Improvement;Seldonian Algorithms
Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs