Behavioral Modeling and Decision-making in AI

CS 7180, Fall 2012

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Assignments

Homework 1
Due date: September 28, 2012 in class

Homework 2
Due date: October 24, 2012 in class

Homework 3
Due date: November 19, 2012, 12:00 pm (noon) at 256 WVH

Homework 4 (Extra Credit)
Due date: December 7, 2012

Research Presentations
Miguel Ramirez and Hector Geffner. 2009. Goal Recognition over POMDPs: Inferring the Intention of a POMDP Agent, In Proceedings of the Twenty- Second International Joint conference on Artificial Intelligence. 2009-2014.
Presenters: Kang Li, Sheng Li, Guochen Xie

Eugene Santos Jr., Deqing Lia, Eunice E. Santos, and John Korah. 2012. Temporal Bayesian Knowledge Bases-Reasoning about uncertainty with temporal constraints, Expert Systems with Applications, Volume 39, Issue 17, 12905-12917.
Presenters: Zhewei Mai, Zhe Xiong

Arthur Choi, Yexiang Xue, and Adnan Darwiche. 2012. Same-decision probability: A confidence measure for threshold-based decisions, International Journal of Approximate Reasoning.
Presenters: Jingtong Liu, Ming Shao, Si Li

Viliam Lisy, Branislav Bosansky, Michal Jakob, and Michal Pechoucek. 2009. Adversarial search with procedural knowledge heuristic. In Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems. 899-906.
Presenters: Sun Wei, Weixun Ge

Michael Fisher. 2011. Agent deliberation in an executable temporal framework, Journal of Applied Logic, Volume 9, Issue 4, 223-238.
Presenters: Karl Wiegand, Ian Helmke, Dan Kreymer

Term Project
A significant portion of this course will be a term project, which will essentially be a miniature version of the research projects you will do repeatedly throughout your career. The projects will procede according to the follow schedule:

Late September:Your teams should be formed by this time
October 19:Term project proposals due by midnight (11:59:59pm)
October 24:Present your proposals in class (10 minutes per group)
December 3:Term project reports due by midnight
December 5, 7: Present your reports in class (25 minutes per group)