Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning

Peter Vamplew, Cameron Foale, Conor F. Hayes +9

Research in multi-objective reinforcement learning (MORL) has introduced the utility-based paradigm, which makes use of both environmental rewards and a function that defines the u…