2025
Finite-Time Analysis of Heterogeneous Federated Temporal Difference Learning
IJCAI 2025
Federated Temporal Difference (FTD) learning has emerged as a promising framework for collaboratively evaluating policies without sharing raw data. Despite its potential, existing approaches often yield biased convergence results due to the inherent challenges of federated reinforcement learning, su