Research Notes on Hierarchial learning in Multiagent System

since 2002-12-17

cited from http://strange.arl.psu.edu/RSN/ 

inside Multiagent Learning Group @ Artificial Intelligence Lab,Department of Computer Science Iowa State University

1- Research Outline (for 2003)

General issues

• 2002-11-24: My presentation on Introduction of Markov Game
2002-03-06: A general induction for Hierarchy in AI systems

Step 1: Independence Finding in Multiagent Game

• 2003-03-10: Presentation: Notes on Graphical Models in Multiagent Game
• 2003-03-06: PowerPoint Slides on Graphical Game
• 2003-03-05: Ontology Graph for Graphical Models of Multiagent Game
• 2003-02-28: PowerPoint Slides on "Expected Utility Network"(zipped)
• 2003-02-27: Reference on Graphical Models of Multiagent Game
• 2003-02-24: PowerPoint Slides on "Multi-Agent Influence Diagrams for Representing and Solving Games" (zipped)

Step 2: Team Formation / Evolution of Cooperation  in Multiagent System

• 2003-04-12: Matlab code and report for Iterated Prisoner Dilemma(IPD)
• 2001-05-19: Evolution of Cooperation (Text)  - a conclusion of my master student life, as an agent in MAS (in Chinese)
• 2000-12-27: Evolution of Cooperation - transcript and resources for a presentation (in Chinese)

Matlab toolbox for Game Theory

• 2003-04-24: Experiments on Games(1): Game tournament, mixed strategy

Step 3: Appliation level problems

• TBA

2-What's in my Reference Lib?

• since 2003-04-13: Bibliography on Ontology in Multiagent System
• since 2003-04-10: Evolution of Cooperation
• since 2003-02-20: Graphical Models of Multiagent Game
• since 2003-01-27: The Evolutionary Models in Social Science (EMSS)
• since 2002-08-28: Team formation in MultiAgent System
• since 2002-12-08: Game Theory
• since 2002-04-10: Markov game and reinforcement learning in MAS

3- Portals

	http://reinforcementlearning.ai-depot.com/ Papers here :
Reinforcement Learning Repository	http://www-anw.cs.umass.edu/rlr/hm.html
	www.multiagent.com
	www.agentlink.org
	http://aose.ift.ulaval.ca/

Odds

• 2002-12-17 See an interesting Robot soccer game applet by Carlos Guestrin , DAGS Markov Decision Processes Home Page
  
• Bernhard Hengst Papers: http://www.users.bigpond.com/hengst/AIResearch.html
   

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Old work (before 2001)

• Speical topic: Agent-based Distributed Control

others

• 2000-06-07 Lab report: Artificial Immune System
• AntNet algorithm and its application in Recycling Processing
• Application of Zeus system
• Transportation system simulation
  • MCM2001 :Escaping a Hurricane's Wrath (You Xiaoquan etc. )(As team advisor)
  • SimCity: simple transportation simulation program