Yannis Assael

Multi-Objective Deep Reinforcement Learning

2016 · arXiv (Cornell University)

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 a priori. Using features from the high-dimensional inputs, DOL computes the …