An Empirical Investigation of Value-Based Multi-objective Reinforcement Learning for Stochastic Environments

Kewen Ding, Peter Vamplew, Cameron Foale +1

One common approach to solve multi-objective reinforcement learning (MORL) problems is to extend conventional Q-learning by using vector Q-values in combination with a utility func…