Contextual Information-Directed Sampling

Botao Hao, Tor Lattimore, Chao Qin

Abstract: Information-directed sampling (IDS) has recently demonstrated its potential as a data-efficient reinforcement learning algorithm. However, it is still unclear what is the right form of information ...