Reinforcement

Closed Loop Simulation System (CLSquare) is an integrated architecture to train, test and compare reinforcement learning controllers on different plants. CLSquare provides simulated plants as well as interfaces to real plants. Platforms: *nix

Classic TDS - Shooter, top view. You are in a confined space being attacked by monsters. Advance through 12 levels using various cool weapons and reinforcement bonuses. Festive music and dynamic gameplay assure you will not get bored! Platforms: Windows

This project provides a framework for testing and comparing different machine learning algorithms (particularly reinforcement learning methods) in different scenarios. Its intended area of application is in research and education. Platforms: Windows, Mac, Linux

A Python class library of tools for learning agents, including reinforcement learning algorithms, function approximators, and vector quantizations algorithms. (Pronounced 'plastic'.) Platforms: Windows, Mac, Linux

The MDP toolbox proposes functions related to the resolution of discrete-time Markov Decision Processes: backwards induction, value iteration, policy iteration, linear programming algorithms with some variants.The functions were developped with MATLAB (note that one of the functions requires the... Platforms: Matlab

Introduction to Stochastic Search and Optimization is an overview of the principles, algorithms, and practical aspects of stochastic optimization, including applications drawn from engineering, statistics, and computer science. The book may serve as either a reference book for researchers and... Platforms: Matlab

CCManager, a proactive defense system, is developed based on the research achievement of malicious code and the deficiency of traditional anti-virus software. It integrates proactive defense, safety reinforcement, automatically recovery as a whole, with special anti-virus technology to realize... Platforms: Windows

CTF project is a multi-agent capture-the-flag framework for education. This project was started by Jason Rohrer during the fall of 2000 and was initially used to teach CS 472, Introduction to AI, at Cornell University. A homework assignment was given that asked students to design a CTF agent... Platforms: *nix

Ryan's Math Quiz... Flash card style math reinforcement and proficiency enhancement. Simple interface with positive feedback and quiz quality reporting. Difficulty adjustable for 1st grade level math or higher. Configurable for professional teaching environments, simple enough for a child to use... Platforms: Mac

RetainWall is a software mainly developed for the purpose of designing a concrete or masonry retaining wall. The wall may retain soil or other granular material. It analyses the stability of the wall based on the loads and resistances, and results in bearing pressure, sliding, overturning and... Platforms: Windows

LeanWall is a software mainly designed for the purpose of designing a concrete or masonry leaning wall. The wall may lean on rock or soil and may retain soil or other granular material. It analyses the stability of the wall based on the loads and the resulting base pressure, sliding, anchor... Platforms: Windows

The Free Connectionist Q-learning Java Framework is an library for developing learning systems. Keywords: qlearning, artificial intelligence, alife, neural nets, neural networks, machine learning, reinforcement learning unsupervised learning agents lejos Platforms: Windows, Mac, Linux

FREE for a limited time!!! Great News! Multiplying Acorns HD is nominated as the Best Middle Shcool Student App 2011 on Best App Ever Awards!! Please support us with your vote: http://bit.ly/zwtuAo ? RECOMMENDED PRODUCT - BestAppsForKids.com ? We are Featured on the MWA's Banner... Platforms: Mac

Someone once estimated that more computer time has been spent on Solitaire than on spreadsheets. (Okay, I just made that up.) But most phenomena have causes, and Solitaire is one of the most addictive games ever created for the same reason that gambling is so popular: sporadic reinforcement. All... Platforms: Mac

Characterizer is a Firefox extension that allows you to practice Japanese or Chinese character meanings while you read English (or other languages). It helps you learn the meaning of individual characters. Since you have to read sometimes in your native language, you might as well practice while... Platforms: *nix