Peter Sunehag, Marcus Hutter. Rationality, optimism and guarantees in general reinforcement learning. Journal of Machine Learning Research, 16:1345-1390, 2015. [doi]
@article{SunehagH15-0,
title = {Rationality, optimism and guarantees in general reinforcement learning},
author = {Peter Sunehag and Marcus Hutter},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2886793},
researchr = {https://researchr.org/publication/SunehagH15-0},
cites = {0},
citedby = {0},
journal = {Journal of Machine Learning Research},
volume = {16},
pages = {1345-1390},
}