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dotRL

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A platform for rapid Reinforcement Learning methods development

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Description

Application allowing convenient experimentation in Reinforcement Learning - a Machine Learning domain. Project goals are:
- keep adding new environments and agents as simple as possible
- provide a rich set of state-of-art algorithms and problems
- integrate with other existing Reinforcement Learning platforms

If you found this application useful please cite this work: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6643987

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License

BSD License

Features

  • Rapid development and testing of Reinforcement Learning algorithms
  • Convenient evaluation of agents through flexible reporting functionality
  • Convenient evaluation of environments through visualization interface
  • Integration with other existing solutions

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Additional Project Details

Intended Audience

Engineering, Science/Research

Programming Language

C#

Registered

2013-01-19
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