UCB-driven Utility Function Search for Multi-objective Reinforcement Learning

Yucheng Shi, David Lynch, Alexandros Agapitos

In Multi-objective Reinforcement Learning (MORL) agents are tasked with optimising decision-making behaviours that trade-off between multiple, possibly conflicting, objectives. MOR…