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Reading Group on Planning and Search

Organizer: Prof. Dr. Malte Helmert

Note

From the beginning of the winter term (October 1st), please refer to the WS 2011/2012 reading group page.

Time and Place

Time: Tuesday 15:00-16:00
Place: Room 052 00-016 (meeting room of the Foundations of Artificial Intelligence and Software Engineering groups)

Description

In the reading group, we discuss current and classical research papers. The emphasis lies on work on action planning, search and related areas, but interesting papers from other areas are welcome. All participants can make recommendations for the reading list, from which one or more papers are selected for each meeting. Participants read the selected papers individually in preparation for the meeeting and discuss them during the meeting.

The target audience of the reading group consists of academic staff and interested guests, comparable to a staff seminar or a seminar in a graduate school. Students may feel free to participate, but should be aware that no ECTS points can be earned for the reading group.

Schedule

Date Topic Contact
06.04.2011 Shaowei Cai, Kaile Su and Qingliang Chen.
EWLS: A New Local Search for Minimum Vertex Cover.
In Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2010), pp. 45-50, AAAI Press 2010. (PDF)
Dr. Robert Mattmüller
13.04.2011 no meeting (Oberseminar)
20.04.2011 Edsger W. Dijkstra.
A Note on Two Problems in Connexion with Graphs.
In Numerische Mathematik, 1:269-271, 1959. (PDF)
Prof. Dr. Malte Helmert
27.04.2011 Jörg Hoffmann, Ingo Weber and Frank Michael Kraft.
SAP Speaks PDDL.
In Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2010), pp. 1096-1101, AAAI Press 2010. (PDF)
Prof. Dr. Malte Helmert
04.05.2011 Chu-Min Li and Zhe Quan.
An Efficient Branch-and-Bound Algorithm Based on MaxSAT for the Maximum Clique Problem.
In Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2010), pp. 128-133, AAAI Press 2010. (PDF)
Dr. Robert Mattmüller
10.05.2011 Siddharth Srivastava, Neil Immerman and Shlomo Zilberstein.
Computing Applicability Conditions for Plans with Loops: New Results.
Preproceedings of 6th Workshop on Model Checking and Artificial Intelligence, held at AAAI 2010, Atlanta. (PDF)
Prof. Dr. Malte Helmert
17.05.2011 David A. Cohen, Peter Jeavons, Christopher Jefferson, Karen E. Petrie and Barbara M. Smith.
Symmetry Definitions for Constraint Satisfaction Problems.
Constraints 11(2-3):115-137, 2006. (PDF)
Prof. Dr. Malte Helmert
24.05.2011 Yixin Chen, You Xu and Guohui Yao.
Stratified Planning.
In Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI 2009), pp. 1665-1670, 2009. (PDF)
Prof. Dr. Malte Helmert
31.05.2011 Yixin Chen and Guohui Yao.
Completeness and Optimality Preserving Reduction for Planning.
In Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI 2009), pp. 1659-1664, 2009. (PDF)
Prof. Dr. Malte Helmert
07.06.2011 no meeting (ACAI Summer School)
14.06.2011 no meeting (ICAPS)
21.06.2011 You Xu.
Partial Order Reduction for Planning.
M.Sc. Thesis, School of Engineering of the Washington University, 2009. (PDF)
Prof. Dr. Malte Helmert
28.06.2011 Avitan Gefen and Ronen I. Brafman.
The Minimal Seed Set Problem.
In Proceedings of the 21st International Conference on Automated Planning and Scheduling (ICAPS 2011), pp. 319-322, 2011. (PDF)
Prof. Dr. Malte Helmert
05.07.2011 Amanda Coles and Andrew Coles.
Completeness-Preserving Pruning for Optimal Planning.
In Proceedings of the 19th European Conference on Artificial Intelligence (ECAI 2010), pp. 965-966, 2010. (PDF)

Amanda Coles and Andrew Coles.
Problem-Structure-Based Pruning for Cost-Optimal Planning.
Technical Report, University of Strathclyde, 2010. (PDF)
Prof. Dr. Malte Helmert
12.07.2011 Jason Wolfe and Stuart Russell.
Bounded Intention Planning.
In Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI 2011), 2011. (PDF)
Prof. Dr. Malte Helmert
19.07.2011 no meeting (IJCAI)
26.07.2011 Jeffrey Long, Nathan R. Sturtevant, Michael Buro and Timothy Furtak.
Understanding the Success of Perfect Information Monte Carlo Sampling in Game Tree Search.
In Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2010), pp. 134-140, AAAI Press 2010. (PDF)
Dr. Robert Mattmüller
02.08.2011 J. N. Hooker.
Needed: An Empirical Science of Algorithms.
In Operations Research 42, pp. 201-212, 1994. (PDF)

J. N. Hooker.
Testing Heuristics: We Have It All Wrong.
In Journal of Heuristics 1, pp. 33-42, 1995. (PDF)
Dr. Robert Mattmüller
09.08.2011 Mehdi Samadi, Ariel Felner and Jonathan Schaeffer.
Learning from Multiple Heuristics.
In Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence (AAAI 2008), pp. 357-362, AAAI Press 2008. (PDF)
Prof. Dr. Malte Helmert
16.08.2011 Shahab Jabbari Arfaee, Sandra Zilles and Robert C. Holte.
Learning Heuristic Functions for Large State Spaces.
To appear in Artificial Intelligence, 2011. (PDF of preprint)
Prof. Dr. Malte Helmert
23.08.2011 Neha Rungta and Eric G. Mercer.
Generating Counter-Examples Through Randomized Guided Search.
In Proceedings of the 14th International SPIN Workshop (SPIN 2007), pp. 39-57, 2007. (PDF)
Prof. Dr. Malte Helmert
30.08.2011 Tatsuya Imai and Akihiro Kishimoto.
A Novel Technique for Avoiding Plateaus of Greedy Best-First Search in Satisficing Planning.
In Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2011), pp. 985-991, 2011. (PDF)
Prof. Dr. Malte Helmert
06.09.2011 Vidal Alcázar, Manuela Veloso and Daniel Borrajo.
Adapting a Rapidly-Exploring Random Tree for Automated Planning.
In Proceedings of the Fourth International Symposium on Combinatorial Search (SoCS 2011), pp. 2-9, AAAI Press 2011. (PDF)
Prof. Dr. Malte Helmert
13.09.2011 no meeting (AVACS evaluation)
21.09.2011 Jussi Rintanen.
Regression for Classical and Nondeterministic Planning.
In Proceedings of the 18th European Conference on Artificial Intelligence (ECAI 2008), pp. 568-572, 2008. (PDF)

Jussi Rintanen.
A Planning Algorithm not based on Directional Search.
In Proceedings of the Sixth International Conference on Principles of Knowledge Representation and Reasoning (KR 1998), pp. 617-624, 1998. (PDF)
Prof. Dr. Malte Helmert
27.09.2011 Saddek Bensalem, Yassine Lakhnech and Hassen Saïdi.
Powerful Techniques for the Automatic Generation of Invariants.
In Proceedings of the 8th International Conference on Computer Aided Verification (CAV 1996), pp. 323-335, 1996. (PDF)
Prof. Dr. Malte Helmert

Further Information

If you have any questions, please do not hesitate to contact Prof. Dr. Malte Helmert.