AI-Toolbox
Native System Automation
| AI-Toolbox | Native System Automation | |
|---|---|---|
| 2 | 1 | |
| 641 | 208 | |
| - | 0.0% | |
| 5.1 | 0.0 | |
| 4 months ago | over 1 year ago | |
| C++ | C++ | |
| GNU General Public License v3.0 only | zlib License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
AI-Toolbox
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Impact of using sockets to communicate between Python and RL environment
Makes sense. I was just wondering if someone had any comparisons to share. I will create a toy environment in Unreal and compare integrating RL C++ libraries (looking at AI-Toolbox and mlpack) vs using Python with socket communication.
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Greedy AI agents learn to cooperate
I maintain a repository of many implementations of classical (tabular) RL algorithms [1] which you might enjoy playing with when starting out. I use it for both research and for student projects. The advantage of avoiding NNs when starting out is that it is much simpler to inspect the inner workings of an algorithm to see whether it's working or not.
I'm always happy to help if something is unclear or difficult so feel free to open issues there :)
[1]: https://github.com/Svalorzen/AI-Toolbox
Native System Automation
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PyAutoGui library for c++
While you can do that (quick internet search resulted in https://github.com/Robot/robot , not sure if it does everything you want), C++ is not exactly the right tool for that job. Use Autohotkey or keep using Python.
What are some alternatives?
Recast/Detour - Industry-standard navigation-mesh toolset for games
Tulip Cell - TulipCell is an Excel add-in providing 100+ technical analysis indicators.
Veles - Distributed machine learning platform
CNTK - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
BayesOpt - BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits.
frugally-deep - Header-only library for using Keras (TensorFlow) models in C++.
tensorflow - An Open Source Machine Learning Framework for Everyone
nano
tiny-cnn - header only, dependency-free deep learning framework in C++14