We aggregate information from all open source repositories to provide the most of useful open source products, from Enterprise product to small libraries across all platforms. Please search and find what you want.

Teachingbox

The Teachingbox uses advanced machine learning techniques to relieve developers from the programming of hand-crafted sophisticated behaviors of autonomous agents (such as robots, game players etc…) In the current status we have implemented a well founded reinforcement learning core in Java with many popular usecases, environments, policies and learners.

Obtaining the teachingbox:

FOR USERS:
If you want to download the latest releases, please visit:

http://search.maven.org/#search|ga|1|teachingbox

FOR DEVELOPERS:
1) If you use Apache Maven, just add the following dependency to your pom.xml:


org.sf.teachingbox
teachingbox-core
1.2.0

2) If you want to check out the most recent source-code:

svn checkout https://svn.code.sf.net/p/teachingbox/code/trunk teachingbox-trunk

or browse files: https://sourceforge.net/p/teachingbox/code/HEAD/tree/trunk/

If you are like the rest of our user community, your IT team is busy. With pressure to deliver on-time projects, you don’t have a lot of time to spend making your management tools work. You need network monitoring tools that work for you. You want tools that makes it easy to find performance issues before your users do and resolve them before they impact the business. That’s why tens of thousands of customers around the world love WhatsUp Gold.

Website https://teachingbox.sourceforge.io/
Tags
License
Platform
Features
  • Reinforcement Learning
  • RL-Environments: nArmedBandit, WindyGridWorld, MountainCar, PoleBalance, PoleSwingUp, CartPole, RL-Glue, DynamicalSystems, Grid-Worlds such as Cliff-Walking (including an Grid-World Editor), Crawling Robot 3D Simulation (PythonGL), etc.
  • RL-Learner: RBF, Tabular, TileCoding, Neural-Fitted Q-Iteration
  • RL-Policies: Greedy, EpsilonGreedy, Softmax, VDBE / VDBE-Softmax, REINFORCE
  • Visualizations: Mountain-Car, PoleBalance, Crawler 3D