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ICS-271, Introduction to Artificial Intelligence, Fall 2006
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Project
Project Teams
Team 1
Members: Ronen Vaisenberg, Shengyue Ji
Papers:
Design of Heuristic Functions.
R. Korf (2006)
Disjoint Pattern Database Heuristics.
R. Korf (2001)
Team 2
Members: Hootan Shirani-Mehr
Papers:
Combining Knowledge Compilation and Search for Efficient Conformant Probabilistic Planning.
Jinbo Huang (ICAPS'06 - Session 1.1)
Concurrent Probabilistic Planning in the Graphplan Framework.
Iain Little, Sylvie Thiebaux (ICAPS'06 - Session 1.2)
Team 3
Members: Gabe Moothart, Arthur Asuncion
Papers:
Fast Probabilistic Planning through Weighted Model Counting.
Carmel Domshlak, Joerg Hoffman (ICAPS'06 - Session 3.1)
Conformant Planning via Heuristic Forward Search: A New Approach.
Ronen I. Brafman and Joerg Hoffman (ICAPS'04)
Solving Bayesian Networks by Weighted Model Counting.
Tian Sang, Paul Beame, and Henry Kautz (AAAI'05)
Team 4
Members: Ray Juang, Pinaki Sinha
Papers:
Goal Achievement in Partially Known Partially Observable Domains.
Allen Chang, Eyal Amir (ICAPS'06 - Session 4.1)
Learning Partially Observable Deterministic Action Models.
Eyal Amir (IJCAI'05)
Learning Partially Observable Action Models.
Eyal Amir (Technical Report'05)
Team 5
Members: Jean, Grace, Chang
Papers:
Learning Depth-First Search.
Blai Bonet, Hector Geffner (ICAPS'06 - Session 4.2)
Compiling Uncertainty Away: Solving Conformant Planning Problems Using a Classical Planner.
H. Palacios, H. Geffner (AAAI'06)
Heuristics for Planning with Penalties and Rewards using Compiled Knowledge.
B. Bonet, H. Geffner (KR'06)
Team 6
Members: Kevin Xu, Hao Wang
Papers:
Memory-Efficient Symbolic Heuristic Search.
Rune Jensen, Eric Hansen, Simon Richards, Rong Zhou (ICAPS'06 - Session 5.1)
Space-Efficient Memory-Based Heuristics.
R. Zhou and E. Hansen. (AAAI'04)
Breadth-First Heuristic Search.
R. Zhou and E. Hansen. (ICAPS'04)
Team 7
Members: Todd Johnson, Darren Strash
Papers:
Optimal Rectangle Packing: A Meta-CSP Approach.
Michael Moffitt, Martha Pollack (ICAPS'06 - Session 6.3)
Team 8
Members: Justin Tang
Papers:
Exploiting the Power of Local Search in a Branch and Bound Algorithm for Job Shop Scheduling.
Matthew Streeter, Stephen Smith (ICAPS'06 - Session 6.2)
Team 9
Members: Mikhail Kalinin, Nathan Sutter
Papers:
Sequential Monte Carlo in Probabilistic Planning Reachability Heuristics.
Daniel Bryce, Subbarao Kambhampati, David Smith (ICAPS'06 - Session 3.2)
Team 10
Members: Sulagna Basu, Mei Li
Papers:
Compiling Uncertainty Away: Solving Conformant Planning Problems Using a Classical Planner.
Easy and Hard Conformant Planning .
Explicit Planning and explicit knowledge.
Approximate reasoning about actions in presence of sensing and incomplete information.
A knowledge based approach to planning with incomplete information and sensing.
Team 11
Members: Lars Otten, Rares Vernica
Papers:
External-Memory Pattern Databases Using Structured Duplicate Detection.
R. Zhou, E. Hansen (AAAI'05)
Beam-Stack: Integrating Backtracking with Beam Search.
R. Zhou, E. Hansen (ICAPS'05)
Team 12
Members: Ritesh Subramanian, Tanmay Goel
Papers:
Predictive Planning for Supply Chain Management.
David Pardoe, Peter Stone (ICAPS'06 - Session 8.1)
Designing and Evaluating an Adaptive Trading Agent for Supply Chain Management Applications.
Minghua He, Alex Rogers, Esther David, and Nicholas R. Jennings.
TacTex-05: An Adaptive Agent for TAC SCM.
David Pardoe, Peter Stone, and Mark VanMiddlesworth (TADA/AAMAS'06)
Team 13
Members: Yongkang Zhu, Zshani
Papers:
On Some Tractable Cases of Logical Filtering.
T. K. Satish Kumar, Stuart Russell (ICAPS'06 - Session 9.1)
Team 14
Members: Ajay Mishra, Sameer Saproo
Papers:
Optimal Route Planning under Uncertainty.
Evdokia Nikolova, Matthew Brand, David Karger (ICAPS'06 - Session 2.2)
Improved Results for Route Planning in Stochastic Transportation Networks.
J. Boyan and M. Mitzenmacher. (SODA'01)