Learning

Machine Learning in Games

Tutorials, links and other resources.

Modelling Human Prefrontal Cortex in Quake III

Homepage of a project to give a learning agent more flexible behavior.

NERO (Neuro Evolving Robotic Operatives)

Game where the objective is to teach a team of robots in a serie of practice tests and then confront them to a real challenge. Uses real time NeuroEvolution of Augmenting Topologies (rtNEAT).

Proposal for Dartmouth Summer Research Project on Artificial Intelligence

First use of the phrase "Artificial Intelligence".

Reinforcement Learning Repository at MSU

Small collection of pointers about reinforcement learning (RL).
Categories: Learning

Reinforcement Learning: A Survey

Very extensive paper about reinforcement learning.
Categories: Learning

Reinforcement Learning: An Introduction

By Richard S. Sutton and Andrew G. Barto. Book about reinforcement learning.
Categories: Books, Learning

Some Competitive Learning Methods

By Bernd Fritzke. Report about different algorithms that deal with competitive learning. With examples and JAVA source code.
Categories: Books, Learning

Sven Koenig: Home Page

Page of the author (Sven Koenig) with various publications available and information about different projects. Topics: - search (D* Lite, Lifelong Planning A*, ...) - reinforcement learning - agents - planning - ...

Temporal Difference Learning and TD-Gammon

Article about a gammon AI player.

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About
Last update: 2008-10-26
Contact: nunofreitas@gmail.com