An Online Multiobjective Policy Gradient for Long-run Average-reward Markov Decision Process

Rahul Misra, Manuela L. Bujorianu, Rafał Wisniewski

We propose a reinforcement learning (RL) framework for multi-objective decision-making, where the agent seeks to optimize a vector of rewards rather than a single scalar value. The…