Reinforcement Learning with Differential Privacy

no code implementations • ICML 2020 • Giuseppe Vietri, Borja de Balle Pigem, Steven Wu, Akshay Krishnamurthy

Motivated by high-stakes decision-making domains like personalized medicine where user information is inherently sensitive, we design privacy preserving exploration policies for episodic reinforcement learning (RL).

Decision Making Privacy Preserving +2