DADI: Dynamic Discovery of Fair Information with Adversarial Reinforcement Learning

no code implementations • 30 Oct 2019 • Michiel A. Bakker, Duy Patrick Tu, Humberto Riverón Valdés, Krishna P. Gummadi, Kush R. Varshney, Adrian Weller, Alex Pentland

We introduce a framework for dynamic adversarial discovery of information (DADI), motivated by a scenario where information (a feature set) is used by third parties with unknown objectives.

Fairness reinforcement-learning +2