Scaling Pareto-Efficient Decision Making Via Offline Multi-Objective RL

Baiting Zhu, Meihua Dang, Aditya Grover

The goal of multi-objective reinforcement learning (MORL) is to learn policies that simultaneously optimize multiple competing objectives. In practice, an agent's preferences over…