Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards.

Yulian Wu Xingyu Zhou Sayak Ray Chowdhury Di Wang

Published in: ICML (2023)

Keyphrases

reinforcement learning
differentially private
heavy tailed
differential privacy
markov decision processes
generalized gaussian
heavy tails
state space
learning algorithm
prior distribution
optimal policy
machine learning
contingency tables
mutual information
information theory