Scalar Posterior Sampling with Applications

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), pp. 7696-7704, 2018.

Cited by: 2|Views13
EI

Abstract:

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 algorithm termed deterministic schedule PSRL (DS-PSRL) is efficient in terms of time, sample, and space complexity. We prove a Bayesian regret bound under mild assum...More

Code:

Data:

Your rating :
0

 

Tags
Comments