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Hector Munoz-Avila
Publications
| Edited Volumes/Journals |
| Munoz-Avila,
H. & Francesco Ricci (Eds.) (2005).
Case-Based Reasoning Research and
Development. Proceedings of the 6th International
Conference on Case-based Reasoning (ICCBR-05). Chicago, Il: Springer.
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| Aha, D., Munoz-Avila,
H. & Michael van Lent (Eds.) (2005).
IJCAI 2005 Workshop on
Reasoning, Representation, and Learning in Computer Games. Edinburgh, UK: AAAI Press.
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| Aha, D.W., Becerra-Fernandez, I., Maurer, F., & Munoz-Avila,
H. (Eds.) (1999).
Exploring Synergies of Knowledge
Management and Case-Based Reasoning.. Papers from the AAAI Workshop
(Technical Report WS-99-10). Menlo Park, CA: AAAI Press.
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Aha, & Munoz-Avila,
H. (Eds.) (2001).
Special Issue on Conversational Case-based
reasoning. . Applied Intelligence.
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| Book Chapters |
| Lee-Urban,
S., Smith, M. & Munoz-Avila, H. (2008) Learning Winning Policies in Team-Based First-Person Shooter Games. To
appear In: AI Game Programing Wisdom 4.
Charles River Media
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| Munoz-Avila,
H. & Hoang, H. (2006) Coordinating Teams of Bots with Hierarchical Task Network Planning. To
appear In: AI Game Programing Wisdom 3.
Charles River Media
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| Munoz-Avila,
Gupta, K., Aha, D.W., Nau, D.S. (2002) Knowledge Based Project Planning. In: Knowledge Management and Organizational
Memories. .
Kluwer Academic Publishers
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| Munoz-Avila, H.,
Bergmann, R., Munoz-Avila, H., Veloso, M. M., & Melis, E. (1998) Case-based
Reasoning Applied to Planning Tasks. In: M. Lenz, B. Bartsch-Spoerl,
H.D. Burkhard, & S. Wess (Eds.). Case-Based Reasoning Technology from Foundations to Applications, Springer-Verlag
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| Journal Publications |
Munoz-Avila, Cox, M.T. (2008)
Case-Based Plan Adaptation: An Analysis and Review. To appear in: IEEE Intelligent Systems. IEEE inc.
PDF file |
Xu, K., Munoz-Avila (2007)
CaBMA: A Case-Based Reasoning System for Capturing, Refining and Reusing Project Plans
To appear in: Knowledge and Information Systems (KAIS). Springer.
PDF file
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| Ponsen, M., Munoz-Avila, H., Spronk, P., Aha, D. (2007)
Knowledge Acquisition for Adaptive Game AI.
To appear in: Science of Computer Programming. Special Issue on Computer
Games. Elsevier.
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| Cox, M., Munoz-Avila, H., & Bergmann, R. (2006)
Case-based planning.
To appear in: The Knowledge Engineering Review. Cambridge press.
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Ponsen, M., Munoz-Avila, H., Spronk, P., Aha, D. (2006)
Automatically generating game tactics with evolutionary learning.
To appear in: AI Magazine. AAAI Press.
PDF file
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| Munoz-Avila, H., Ricci, F., Burke R. (2006)
The Sixth International Conference on Case-Based reasoning.
AI Magazine. AAAI Press
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| Ilghami, O., Nau, D.S., Munoz-Avila, H., and Aha, D.
(2005) Learning Preconditions for Planning from Plan Traces and HTN Structure. Computational Intelligence, to appear.
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| Nau, T.-C. Au, O. Ilghami, U. Kuter, H. Munoz-Avila, J. W. Murdock, D. Wu, and F. Yaman.
(2005) Applications of SHOP and SHOP2. IEEE Intelligent Systems.
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Dix, J., Munoz-Avila, H., Nau D. S., Zhang, L. (2003)
IMPACTing SHOP: Putting an AI Planner into a Multi-Agent Environment.
Annals of Mathematics and Artificial Intelligence. 37(4):381--407,
2003.
Postscript file
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Marling,
C., Sqalli, M., Rissland, E., Munoz-Avila, H., & Aha, D.W. (2002)
Case-Based Reasoning Integrations To appear in
AI Magazine. AAAI Press.
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Munoz-Avila, H. (2001)
Case-Base Maintenance by Integrating Case Index Revision and Case Retention Policies in a Derivational
Replay Framework. Computational Intelligence. Blackwell Publishers
Postscript file |
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Nau, D.S., Cao, Y., Lotem, A., & Munoz-Avila, H. (2001)
The Shop Planning System. In AI Magazine. Vol 3, n. 1. AAAI Press.
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Aha, D.W., Breslow, L.A., Munoz-Avila, H. (2001)
Conversational Case-Based Reasoning.
Applied Intelligence. Kluwer Academic Publishers.
PDF file |
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Munoz-Avila, H., Hendler, J. A., & Aha, D. W. (1999)
Conversational Case-Based Planning.
Review of Applied Expert Systems. Taylor Graham Publishing.
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Veloso, M., Munoz-Avila, H. & Bergmann, R. (1996)
Case-based Planning: Selected Methods and Systems.
AI Communications, 9 (3), IOS Press.
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Bergmann, R., Munoz-Avila, H. & Veloso, M.M. (1996)
Fallbasiertes Planen: Ausgewaehlte Methoden und Systeme. KI - Künstliche Intelligenz.
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Aha, D.W., & Munoz-Avila, H. (2001).
Editorial for the Special Issue on Interactive Case-Based Reasoning.
Applied Intelligence
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Reviewed Conference/Workshop Papers |
Hogg, Chad, Munoz-Avila, Hector, and Ugur Kuter. (2008)
HTN-MAKER: Learning HTNs with Minimal Additional Knowledge Engineering Required.
To appear in Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence (AAAI-08).
AAAI Press.
PDF
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Hogg, Chad, Lee-Urban, Stephen, Auslander, Bryan, and Munoz-Avila, Hector. (2008) Discovering Feature Weights for Feature-Based Indexing of Q-Tables. To appear in Proceedings of the Uncertainty and Knowledge Discovery in CBR Workshop at the 9th European Conference on Case-Based Reasoning (ECCBR-08).
PDF
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Auslander, Bryan, Lee-Urban, Stephen, Hogg, Chad, and Munoz-Avila, Hector. (2008) Recognizing The Enemy: Combining Reinforcement Learning with Strategy Selection using Case-Based Reasoning. To appear in Proceedings of the 9th European Conference on Case-Based Reasoning (ECCBR-08).
PDF
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Kuchibatla, V., and Muńoz-Avila, H. (2008)
An Analysis on Transformational Analogy: General Framework and Complexity
To appear in Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence (AAAI-08). Nectar track.
AAAI Press.
PDF
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Hogg, C. & Munoz-Avila, H. (2007)
Learning of Tasks Models for
HTN Planning.
Proceedings of the ICAPS-07 Workshop on AI Planning and Learning (AIPL). AAAI Press.
PDF
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Vasta, M., Lee-Urban S. & Munoz-Avila, H. (2007)
RETALIATE: Learning Winning Policies in First-Person Shooter Games.
Proceedings of the Seventeenth Innovative Applications of Artificial Intelligence Conference (IAAI-07). AAAI Press.
PDF
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Sanchez Ruiz-Granados, A., Lee-Urban, S. & Munoz-Avila, H.,
Gonzalez Calero, P. A., Diaz Agudo, B. (2007)
Game AI for a Turn-based Strategy Game with Plan Adaptation and
Ontology-based retrieval.
Proceedings of the ICAPS-07 Workshop on ICAPS 2007 Workshop on Planning in Games. AAAI Press.
PDF
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Lee-Urban, S., Parker, A., Kuter, U., Munoz-Avila, H., & Nau, D. (2007)
Transfer Learning of Hierarchical Task-Network Planning
Methods in a Real-Time Strategy Game.
Proceedings of the ICAPS-07 Workshop on ICAPS 2007 Workshop on Planning and Learning (AIPL). AAAI Press.
PDF
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Warfield, I., Hogg, C., Lee-Urban, S., Munoz-Avila, H. (2007)
Adaptation of Hierarchical Task Network Plans.
Proceedings of the Twentieth Flairs International Conference (FLAIRS-07). AAAI Press.
PDF
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Kuchibatla, V., and Munoz-Avila, H. (2006)
An Analysis on Transformational Analogy: General Framework and Complexity.
Proceedings of European Conference in Case-based reasoning (ECCBR-06). Springer.
PDF
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| Lee-Urban, S. Munoz-Avila, H. (2006)
.An study of Process Languages for Planning Tasks.
Proceedings of the sixteenth International Conference on AI Planning and Scheduling (ICAPS-06)
Doctoral Consortium.
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| Ilghami, O., Nau, D.S., and Munoz-Avila, H. (2006).
Learning to Do HTN Planning.
In: Proceedings of the sixteenth International Conference on AI Planning and Scheduling (ICAPS-06).
Cumbria, UK: AAAI Press
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Xu, K and Munoz-Avila,
H.
A Domain-Independent System for Case-Based Task Decomposition without Domain Theories
. Proceedings of the
Twentieth National Conference on Artificial Intelligence (AAAI-05)
AAAI Press.
PDF
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Hoang, H., Lee-Urban, S., and Munoz-Avila,
H.
Hierarchical Plan Representations for Encoding Strategic Game AI
. Proceedings of Artificial Intelligence and Interactive
Digital Entertainment Conference (AIIDE-05).
AAAI Press.
PDF
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Ponsen, M., Munoz-Avila,
H., Spronck, P., and Aha, D.
Automatically Acquiring Domain Knowledge
For Adaptive Game AI Using Evolutionary Learning
. Proceedings of the
Seventeenth Innovative Applications of Artificial Intelligence Conference (IAAI05-05).
AAAI Press.
PDF
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Ilghami, O., Munoz-Avila, H.,
Nau, D.S., and Aha, D.
Learning Approximate Preconditions for Methods in Hierarchical Plans.
Proceedings of the
the 22nd International Conference on Machine Learning
(ICML 2005). AAAI Press.
PDF
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Munoz-Avila,
H. & Aha, D. (2004).
On the Role of Explanation
for Hierarchical Case-Based Planning
in Real-Time Strategy Games. Proceedings of ECCBR-04 Workshop on Explanations in CBR.
PDF
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Munoz-Avila,
H. & Fisher, T. (2004)Strategic Planning for Unreal Tournament Bots
Proceedings of AAAI-04 Workshop on Challenges on Game AI.
AAAI Press.
PDF.
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Xu, K., & Munoz-Avila,
H. (2004)
CaBMA: Case-Based Project Management Assistant.
Proceedings of The Sixteenth Innovative Applications of Artificial Intelligence Conference
(IAAI-04).
AAAI Press.
PDF.
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Sahasrabudhe, S., & Munoz-Avila, H. (2004)
Discovering Causal Chains by Integrating Plan Recognition and Sequential Pattern Mining.
Proceedings of the Seventeenth Flairs International Conference (FLAIRS-04). AAAI Press.
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PDF.
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Qasem, A., Heflin, J. & Munoz-Avila, H. (2004)
Efficient Source Discovery and Service Composition
for Ubiquitous Computing Environments.
In Workshop on Semantic Web Technology for Mobile and Ubiquitous Applications, ISWC 2004.
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| For publications prior to 2004, please check here |
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