Learning the Model While Learning Q: Finite-Time Sample Complexity of Online SyncMBQ

Han-Dong Lim, HyeAnn Lee, Donghwan Lee

Reinforcement learning has witnessed significant advancements, particularly with the emergence of model-based approaches. Among these, $Q$-learning has proven to be a powerful algo…