Multi-Objective Deep Reinforcement Learning

Hossam Mossalam, Yannis M. Assael, Diederik M. Roijers +1

We propose Deep Optimistic Linear Support Learning (DOL) to solve high-dimensional multi-objective decision problems where the relative importances of the objectives are not known…