Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning

Tianchen Zhou, FNU Hairi, Haibo Yang +5

Reinforcement learning with multiple, potentially conflicting objectives is pervasive in real-world applications, while this problem remains theoretically under-explored. This pape…