Randomized Least Squares Value Iteration itself is Joint Differentially Private

Haiyang Lu, Pratik Gajane, Shaojie Bai +1

As reinforcement learning (RL) increasingly applies to sensitive domains, such as health care and recommendation systems, privacy-preserving techniques have become essential to pro…