Shaping in Reinforcement Learning by Changing the Physics of the Problem
Abstract
Children learn to ride a bicycle by using training wheels. They are actually trying to learn one task (riding without training wheels) by training another one. In general, solving a difficult problem can be facilitated by training other problems.
Cite
Text
Randløv. "Shaping in Reinforcement Learning by Changing the Physics of the Problem." International Conference on Machine Learning, 2000.Markdown
[Randløv. "Shaping in Reinforcement Learning by Changing the Physics of the Problem." International Conference on Machine Learning, 2000.](https://mlanthology.org/icml/2000/randlv2000icml-shaping/)BibTeX
@inproceedings{randlv2000icml-shaping,
title = {{Shaping in Reinforcement Learning by Changing the Physics of the Problem}},
author = {Randløv, Jette},
booktitle = {International Conference on Machine Learning},
year = {2000},
pages = {767-774},
url = {https://mlanthology.org/icml/2000/randlv2000icml-shaping/}
}