Deep Reaction Optimizer
=======================

Plugin class: Optimizer

Acquisition
-----------

This plugin is available for download at 
`<https://github.com/RxnRover/plugin_dro>`_.

Description
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This plugin allows Rxn Rover to connect with an instance of the Deep Reaction 
Optimizer. [#dro]_ A Python program is provided with the plugin to launch an 
instance of DRO for use with this plugin. This program uses a modified 
objective function with built-in communication capabilities. The DRO algorithm, 
along with other aspects of the program, can be configured by specifying a 
configuration file (example files are provided).

.. [#dro] Zhou, Z.;  Li, X.; Zare, R. N., Optimizing Chemical Reactions with Deep Reinforcement Learning. ACS Central Science 2017, 3 (12), 1337-1344.; DOI: 10.1021/acscentsci.7b00492; Code available at: https://github.com/lightingghost/chemopt.