Swetha Ganesh

Global Convergence Guarantees for Federated Policy Gradient Methods with Adversaries

2024 · arXiv (Cornell University)

Federated Reinforcement Learning (FRL) allows multiple agents to collaboratively build a decision making policy without sharing raw trajectories. However, if a small fraction of these agents are adversarial, it can lead to catastrophic results. We …