Past-Discounting is Key for Learning Markovian Fairness with Long Horizons

Ashwin Kumar, William Yeoh

Fairness is an important consideration for dynamic resource allocation in multi-agent systems. Many existing methods treat fairness as a one-shot problem without considering tempor…