Posterior Sampling for Large Scale Reinforcement Learning

Georgios Theocharous, Zheng Wen, Yasin Abbasi-Yadkori +1

We propose a practical non-episodic PSRL algorithm that unlike recent state-of-the-art PSRL algorithms uses a deterministic, model-independent episode switching schedule. Our algor…