/gtml

Primary LanguagePython

Game-Theoretic Machine Learning

In this project, we provide a general framework of machine learning problems, which can be viewed as games between multiple players.

  1. Generative Adversarial Networks (GAN): CV
  2. Adversarial Training (AT): CV/NLP
  3. Distributionally Robust Optimization (DRO): NLP
  4. Robust Adversarial Reinforcement Learning (RARL): RL