software . 2018

Ljvmiranda921/Gym-Lattice: Major Release (V0.1.0)

Lester James Validad Miranda;
Open Access
  • Published: 14 Apr 2018
  • Publisher: Zenodo
Abstract
<p>Major Release (v0.1.0)</p> <p>Gym-lattice is an HP 2D Lattice Environment with a Gym-like API for the protein folding problem.</p> <p>This is a Python library that formulates Lau and Dill&#39;s (1989) hydrophobic-polar two-dimensional lattice model as a reinforcement learning problem. It follows OpenAI Gym&#39;s API, easing integration for reinforcement learning solutions.</p> <p>Features</p> <ul> <li>OpenAI Integration: uses Gym&#39;s API to ease compatibility to reinforcement learning solutions.</li> <li>Lattice 2D Environment: implements Dill and Lau&#39;s two-dimensional lattice as an RL problem.</li> <li>Command-line rendering environment: the method <co...
Subjects
free text keywords: reinforcement learning, protein folding problem, open source software
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Zenodo
Software . 2018
Provider: Datacite
Zenodo
Software . 2018
Provider: Zenodo
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software . 2018

Ljvmiranda921/Gym-Lattice: Major Release (V0.1.0)

Lester James Validad Miranda;