Multi-objective Reinforcement Learning With Augmented States Requires Rewards After Deployment

Peter Vamplew, Cameron Foale

This research note identifies a previously overlooked distinction between multi-objective reinforcement learning (MORL), and more conventional single-objective reinforcement learni…