Federated Stochastic Approximation under Markov Noise and Heterogeneity: Applications in Reinforcement Learning

Sajad Khodadadian, Pranay Sharma, Gauri Joshi +1

Since reinforcement learning algorithms are notoriously data-intensive, the task of sampling observations from the environment is usually split across multiple agents. However, tra…