Agent shelf

The following is a list of agent codes in the RL-Library. Each provides a short description, list of contained files, download link and an optional author contact. An Agent is compossed of the code files that directly implement the learning algorithm. Directories are compressed using standard gzip. If you would like to add an agent to the library click here.

We are currently working on converting all the library code to work with RL-Glue 2.0. Old versions which are not compatible with RL-Glue 2.0 will be removed as they are replaced. If you require an older version, please contact us. The Best Sellers List has already been completed. Feel free to check out the examples in the best sellers list as well as our new documentation for more on all the new features and details in RL-Glue 2.0.

Name	Tabular Sarsa Zero agent (Java)
Description	README
RL-Glue	version 2.0
Download [contents]	http://rlai.cs.ualberta.ca/RLL/TabularSarsa.tar.gz
Author	Adam White:

Name	tabular_Sarsa(lambda): Sarsa for Cat & Mouse
Description	README
RL-Glue	version 2.0
Download	http://rlai.cs.ualberta.ca/RLL/cat_agent.tar.gz
Author	Adam White:

Name	DynaQ: Tabular Dyna for Schapire's Cat & Mouse
Description	README
RL-Glue	version 2.0
Download	http://rlai.cs.ualberta.ca/RLL/cat_RS_agent.tar.gz
Author	Adam White:

Name	Factored_Q(0): Tabular Factored Q-learning for DSN
Description	README
RL-Glue	version 2.0
Download	http://rlai.cs.ualberta.ca/RLL/Sen_agent.tar.gz
Author	Jelle Kok: jellekok@science.uva.nl

Name	Sarsa for Mountain Car
Description	README
RL-Glue	version 2.0
Download	http://rlai.cs.ualberta.ca/RLL/SarsaLambdaAgent_MountainCar.tar.gz
Author	Adam White: awhite@cs.ualberta.ca

Name	Sarsa for Mountain Park
Description	README
RL-Glue	version 2.0
Download	http://rlai.cs.ualberta.ca/RLL/SarsaLambdaAgent_MountainPark.tar.gz
Author	Adam White: awhite@cs.ualberta.ca

Name	Sarsa for Acrobot
Description	README
RL-Glue	version 2.0
Download	http://rlai.cs.ualberta.ca/RLL/SarsaLambdaAgent_Acrobot.tar.gz
Author	Adam White: awhite@cs.ualberta.ca

Name	Sarsa for BlackJack
Description	README
RL-Glue	version 2.0
Download	http://rlai.cs.ualberta.ca/RLL/SarsaAgent_Blackjack.tar.gz
Author	Adam White: awhite@cs.ualberta.ca

Name	Yahtzee Agents
Description	YahtzeeDescription.pdf
RL-Glue	version 2.0
Download [contents]	http://rlai.cs.ualberta.ca/RLL/yahtzeeAgent.tar.gz
Author	Andrea Bonarini, Alessandro Lazaric, Marcello Restelli