Optimizing Chemical Reactions with Deep Reinforcement Learning

Bibliographic Details
Main Authors: Zhenpeng Zhou, Xiaocheng Li, Richard N. Zare
Format: Article
Language:English
Published: American Chemical Society 2017-12-01
Series:ACS Central Science
Online Access:http://dx.doi.org/10.1021/acscentsci.7b00492
_version_ 1818458013905715200
author Zhenpeng Zhou
Xiaocheng Li
Richard N. Zare
author_facet Zhenpeng Zhou
Xiaocheng Li
Richard N. Zare
author_sort Zhenpeng Zhou
collection DOAJ
first_indexed 2024-12-14T22:51:43Z
format Article
id doaj.art-054d66e759f04b41a8e3a3298113a24b
institution Directory Open Access Journal
issn 2374-7943
2374-7951
language English
last_indexed 2024-12-14T22:51:43Z
publishDate 2017-12-01
publisher American Chemical Society
record_format Article
series ACS Central Science
spelling doaj.art-054d66e759f04b41a8e3a3298113a24b2022-12-21T22:44:42ZengAmerican Chemical SocietyACS Central Science2374-79432374-79512017-12-013121337134410.1021/acscentsci.7b00492Optimizing Chemical Reactions with Deep Reinforcement LearningZhenpeng Zhou0Xiaocheng Li1Richard N. Zare2Department of Chemistry, Stanford University, Stanford, California, United StatesDepartment of Management Science and Engineering, Stanford University, Stanford, California, United StatesDepartment of Chemistry, Stanford University, Stanford, California, United Stateshttp://dx.doi.org/10.1021/acscentsci.7b00492
spellingShingle Zhenpeng Zhou
Xiaocheng Li
Richard N. Zare
Optimizing Chemical Reactions with Deep Reinforcement Learning
ACS Central Science
title Optimizing Chemical Reactions with Deep Reinforcement Learning
title_full Optimizing Chemical Reactions with Deep Reinforcement Learning
title_fullStr Optimizing Chemical Reactions with Deep Reinforcement Learning
title_full_unstemmed Optimizing Chemical Reactions with Deep Reinforcement Learning
title_short Optimizing Chemical Reactions with Deep Reinforcement Learning
title_sort optimizing chemical reactions with deep reinforcement learning
url http://dx.doi.org/10.1021/acscentsci.7b00492
work_keys_str_mv AT zhenpengzhou optimizingchemicalreactionswithdeepreinforcementlearning
AT xiaochengli optimizingchemicalreactionswithdeepreinforcementlearning
AT richardnzare optimizingchemicalreactionswithdeepreinforcementlearning