Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored MDPs
Abstract
A student raised a hand in class and asked, "Why is this dorm named after Alexander Graham Bell?" On a deaf campus, this was a loaded question. Bell was an oralist, opposed to sign language. He was a eugenicist, opposed to deaf marriages. Indeed, the more I thought about it, the better this question got. Why did the school name a dormin after him? Unfortunately, I hadn't the foggiest idea. With apologies to that student, I offer this article as a belated answer.
Cite
Text
Guestrin et al. "Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored MDPs." International Conference on Machine Learning, 2002.Markdown
[Guestrin et al. "Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored MDPs." International Conference on Machine Learning, 2002.](https://mlanthology.org/icml/2002/guestrin2002icml-algorithm/)BibTeX
@inproceedings{guestrin2002icml-algorithm,
title = {{Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored MDPs}},
author = {Guestrin, Carlos and Patrascu, Relu and Schuurmans, Dale},
booktitle = {International Conference on Machine Learning},
year = {2002},
pages = {235-242},
url = {https://mlanthology.org/icml/2002/guestrin2002icml-algorithm/}
}