Hector Muñoz-Avila

Markus P. J. Fromherz, Hector Muñoz-Avila: Deployed Innovative Applications of Artificial Intelligence 2012. AI Magazine 34(1): 8-9 (2013)

Markus P. J. Fromherz, Hector Muñoz-Avila: Emerging Innovative Applications of Artificial Intelligence 2012. AI Magazine 33(4): 15-16 (2012)

Alexandra Coman, Héctor Muñoz-Avila: Plan-Based Character Diversity. AIIDE 2012

Alexandra Coman, Héctor Muñoz-Avila: Diverse Plan Generation by Plan Adaptation and by First-Principles Planning: A Comparative Study. ICCBR 2012: 32-46

Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha: Learning and Reusing Goal-Specific Policies for Goal-Driven Autonomy. ICCBR 2012: 182-195

Markus P. J. Fromherz, Hector Muñoz-Avila (Eds.): Proceedings of the Twenty-Fourth Conference on Innovative Applications of Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada. AAAI 2012

Daniel G. Shapiro, Hector Muñoz-Avila, David J. Stracuzzi: The Special Issue of AI Magazine on Structured Knowledge Transfer. AI Magazine 32(1): 12-14 (2011)

Alexandra Coman, Hector Muñoz-Avila: Generating Diverse Plans Using Quantitative and Qualitative Plan Distance Metrics. AAAI 2011

Hankz Hankui Zhuo, Hector Muñoz-Avila, Qiang Yang: Learning action models for multi-agent planning. AAMAS 2011: 217-224

Alexandra Coman, Héctor Muñoz-Avila: Qualitative vs. Quantitative Plan Diversity in Case-Based Planning. ICCBR 2011: 32-46

Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha: Integrated Learning for Goal-Driven Autonomy. IJCAI 2011: 2450-2455

Ugur Kuter, Hector Muñoz-Avila: The IJCAI-09 Workshop on Learning Structural Knowledge From Observations (STRUCK-09). AI Magazine 31(1): 101-102 (2010)

Chad Hogg, Ugur Kuter, Hector Muñoz-Avila: Learning Methods to Generate Good Plans: Integrating HTN Learning and Reinforcement Learning. AAAI 2010

Hector Muñoz-Avila, David W. Aha, Ulit Jaidee, Matthew Klenk, Matthew Molineaux: Applying Goal Driven Autonomy to a Team Shooter Game. FLAIRS Conference 2010

Alexandra Coman, Héctor Muñoz-Avila: Case-Based Plan Diversity. ICCBR 2010: 66-80

Matt Dilts, Héctor Muñoz-Avila: Reducing the Memory Footprint of Temporal Difference Learning over Finitely Many States by Using Case-Based Generalization. ICCBR 2010: 81-95

Kellen Gillespie, Justin Karneeb, Stephen Lee-Urban, Héctor Muñoz-Avila: Imitating Inscrutable Enemies: Learning from Stochastic Policy Observation, Retrieval and Reuse. ICCBR 2010: 126-140

Héctor Muñoz-Avila, Ulit Jaidee, David W. Aha, Elizabeth Carter: Goal-Driven Autonomy with Case-Based Reasoning. ICCBR 2010: 228-241

Stephen Lee-Urban, Héctor Muñoz-Avila: Adaptation versus Retrieval Trade-Off Revisited: An Analysis of Boundary Conditions. ICCBR 2009: 180-194

Hua Li, Héctor Muñoz-Avila, Diane Bramsen, Chad Hogg, Rafael Alonso: Spatial Event Prediction by Combining Value Function Approximation and Case-Based Reasoning. ICCBR 2009: 465-478

Chad Hogg, Ugur Kuter, Héctor Muñoz-Avila: Learning Hierarchical Task Networks for Nondeterministic Planning Domains. IJCAI 2009: 1708-1714

Hankz Hankui Zhuo, Derek Hao Hu, Chad Hogg, Qiang Yang, Hector Muñoz-Avila: Learning HTN Method Preconditions and Action Models from Partial Observations. IJCAI 2009: 1804-1810

Héctor Muñoz-Avila, Michael T. Cox: Case-Based Plan Adaptation: An Analysis and Review. IEEE Intelligent Systems 23(4): 75-81 (2008)

Ke Xu, Hector Muñoz-Avila: CaBMA: a case-based reasoning system for capturing, refining, and reusing project plans. Knowl. Inf. Syst. 15(2): 215-232 (2008)

Chad Hogg, Héctor Muñoz-Avila, Ugur Kuter: HTN-MAKER: Learning HTNs with Minimal Additional Knowledge Engineering Required. AAAI 2008: 950-956

Vithal Kuchibatla, Héctor Muñoz-Avila: An Analysis of Transformational Analogy: General Framework and Complexity. AAAI 2008: 1555-1558

Bryan Auslander, Stephen Lee-Urban, Chad Hogg, Héctor Muñoz-Avila: Recognizing the Enemy: Combining Reinforcement Learning with Strategy Selection Using Case-Based Reasoning. ECCBR 2008: 59-73

Chad Hogg, Stephen Lee-Urban, Bryan Auslander, Héctor Muñoz-Avila: Discovering Feature Weights for Feature-based Indexing of Q-tables. ECCBR Workshops 2008: 131-142

Marc J. V. Ponsen, Pieter Spronck, Héctor Muñoz-Avila, David W. Aha: Knowledge acquisition for adaptive game AI. Sci. Comput. Program. 67(1): 59-75 (2007)

Megan Smith, Stephen Lee-Urban, Hector Muñoz-Avila: RETALIATE: Learning Winning Policies in First-Person Shooter Games. AAAI 2007: 1801-1806

Ian Warfield, Chad Hogg, Stephen Lee-Urban, Hector Muñoz-Avila: Adaptation of Hierarchical Task Network Plans. FLAIRS Conference 2007: 429-434

Hector Muñoz-Avila, Francesco Ricci, Robin D. Burke: The Sixth International Conference on Case-based Reasoning. AI Magazine 27(1): 101-102 (2006)

Marc J. V. Ponsen, Hector Muñoz-Avila, Pieter Spronck, David W. Aha: Automatically Generating Game Tactics through Evolutionary Learning. AI Magazine 27(3): 75-84 (2006)

Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila: Learning to Do HTN Planning. ICAPS 2006: 390-393

Vithal Kuchibatla, Héctor Muñoz-Avila: An Analysis on Transformational Analogy: General Framework and Complexity. ECCBR 2006: 458-473

Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila, David W. Aha: Learning Preconditions for Planning from Plan Traces and HTN Structure. Computational Intelligence 21(4): 388-413 (2005)

Dana S. Nau, Tsz-Chiu Au, Okhtay Ilghami, Ugur Kuter, Héctor Muñoz-Avila, J. William Murdock, Dan Wu, Fusun Yaman: Applications of SHOP and SHOP2. IEEE Intelligent Systems 20(2): 34-41 (2005)

Michael T. Cox, Héctor Muñoz-Avila, Ralph Bergmann: Case-based planning. Knowledge Eng. Review 20(3): 283-287 (2005)

Ke Xu, Héctor Muñoz-Avila: A Domain-Independent System for Case-Based Task Decomposition without Domain Theories. AAAI 2005: 234-240

Marc J. V. Ponsen, Héctor Muñoz-Avila, Pieter Spronck, David W. Aha: Automatically Acquiring Domain Knowledge For Adaptive Game AI Using Evolutionary Learning. AAAI 2005: 1535-1540

Hai Hoang, Stephen Lee-Urban, Héctor Muñoz-Avila: Hierarchical Plan Representations for Encoding Strategic Game AI. AIIDE 2005: 63-68

Okhtay Ilghami, Héctor Muñoz-Avila, Dana S. Nau, David W. Aha: Learning approximate preconditions for methods in hierarchical plans. ICML 2005: 337-344

Héctor Muñoz-Avila, Francesco Ricci (Eds.): Case-Based Reasoning, Research and Development, 6th International Conference, on Case-Based Reasoning, ICCBR 2005, Chicago, IL, USA, August 23-26, 2005, Proceedings. Lecture Notes in Computer Science 3620, Springer 2005, isbn 3-540-28174-6

Ke Xu, Héctor Muñoz-Avila: CaBMA: Case-Based Project Management Assistant. AAAI 2004: 931-936

Shreeram Sahasrabudhe, Héctor Muñoz-Avila: Discovering Causal Chains by Integrating Plan Recognition and Sequential Pattern Mining. FLAIRS Conference 2004: 719-725

Jürgen Dix, Héctor Muñoz-Avila, Dana S. Nau, Lingling Zhang: IMPACTing SHOP: Putting an AI Planner Into a Multi-Agent Environment. Ann. Math. Artif. Intell. 37(4): 381-407 (2003)

Héctor Muñoz-Avila: On the Role of the Cases in Case-Based Planning. ICCBR 2003: 2-3

Ke Xu, Héctor Muñoz-Avila: CBM-Gen+: An Algorithm for Reducing Case Base Inconsistencies in Hierarchical and Incomplete Domains. ICCBR 2003: 665-678

Ke Xu, Héctor Muñoz-Avila: Maintaining Consistency in Project Planning Reuse. ICCBR 2003: 679-690

Cynthia R. Marling, Mohammed H. Sqalli, Edwina L. Rissland, Héctor Muñoz-Avila, David W. Aha: Case-Based Reasoning Integrations. AI Magazine 23(1): 69-86 (2002)

Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila, David W. Aha: CaMeL: Learning Method Preconditions for HTN Planning. AIPS 2002: 131-142

Jürgen Dix, Héctor Muñoz-Avila, Dana S. Nau, Lingling Zhang: Planning in a multi-agent environment: theory and practice. AAMAS 2002: 944-945

Tsz-Chiu Au, Héctor Muñoz-Avila, Dana S. Nau: On the Complexity of Plan Adaptation by Derivational Analogy in a Universal Classical Planning Framework. ECCBR 2002: 13-27

Sasidhar Mukkamalla, Hector Muñoz-Avila: Case Acquisition in a Project Planning Environment. ECCBR 2002: 264-277

Jürgen Dix, Héctor Muñoz-Avila, Dana S. Nau, Lingling Zhang: Theoretical and Empirical Aspects of a Planner in a Multi-agent Environment. JELIA 2002: 173-185

Dana S. Nau, Yue Cao, Amnon Lotem, Héctor Muñoz-Avila: The Shop Planning System. AI Magazine 22(3): 91-64 (2001)

David W. Aha, Héctor Muñoz-Avila: Introduction: Interactive Case-Based Reasoning. Appl. Intell. 14(1): 7-8 (2001)

David W. Aha, Len Breslow, Héctor Muñoz-Avila: Conversational Case-Based Reasoning. Appl. Intell. 14(1): 9-32 (2001)

Hector Muñoz-Avila: Case-Base Maintenance by Integrating Case-Index Revision and Case-Retention Policies in a Derivational Replay Framework. Computational Intelligence 17(2): 280-294 (2001)

Dana S. Nau, Héctor Muñoz-Avila, Yue Cao, Amnon Lotem, Steven Mitchell: Total-Order Planning with Partially Ordered Subtasks. IJCAI 2001: 425-430

David W. Aha, Rosina Weber, Héctor Muñoz-Avila, Len Breslow, Kalyan Moy Gupta: Bridging the Lesson Distribution Gap. IJCAI 2001: 987-992

Héctor Muñoz-Avila, David W. Aha, Dana S. Nau, Rosina Weber, Len Breslow, Fusun Yaman: SiN: Integrating Case-based Reasoning with Task Decomposition. IJCAI 2001: 999-1004

Brian Drabble, Laurent Chaudron, Catherine Tessier, Sue Abu-Hakima, Steven Willmott, Jim Austin, Boi Faltings, Eugene C. Freuder, Gerhard Friedrich, Alex Alves Freitas, Ulises Cortés, Miquel Sànchez-Marrè, David W. Aha, Irma Becerra-Fernandez, Héctor Muñoz-Avila, Aditya Ghose, Tim Menzies, Ken Satoh, Mary Elaine Califf, Michael T. Cox, Sandip Sen, Patrick Brézillon, Jean-Charles Pomerol, Roy M. Turner, Elise H. Turner: Reports on the AAAI 1999 Workshop Program. AI Magazine 21(1): 95-100 (2000)

Jürgen Dix, Héctor Muñoz-Avila, Dana S. Nau: IMPACTing SHOP: Planning in a Multi-agent Environment. CL-2000 Workshop on Computational Logic in Multi-Agent Systems 2000: 44-55

Héctor Muñoz-Avila, David W. Aha, Len Breslow, Dana S. Nau, Rosina Weber-Lee: Integrating Conversational Case Retrieval with generative Planning. EWCBR 2000: 210-221

Rosina Weber, David W. Aha, Héctor Muñoz-Avila, Len Breslow: Active Delivery for Lessons Learned Systems. EWCBR 2000: 322-334

Rosina Weber, David W. Aha, Héctor Muñoz-Avila, Len Breslow: An Intelligent Lessons Learned Process. ISMIS 2000: 358-367

Héctor Muñoz-Avila, David W. Aha, Len Breslow, Dana S. Nau: HICAP: An Interactive Case-Based Planning Architecture and its Application to Noncombatant Evacuation Operations. AAAI/IAAI 1999: 870-875

Hector Muñoz-Avila: A Case Retention Policy Based on Detrimental Retrieval. ICCBR 1999: 276-287

Héctor Muñoz-Avila, Daniel C. McFarlane, David W. Aha, Len Breslow, James A. Ballas, Dana S. Nau: Using Guidelines to Constrain Interactive Case-Based HTN Planning. ICCBR 1999: 288-302

Dana S. Nau, Yue Cao, Amnon Lotem, Héctor Muñoz-Avila: SHOP: Simple Hierarchical Ordered Planner. IJCAI 1999: 968-975

Héctor Muñoz-Avila: Integrating twofold case retrieval and complete decision replay in CAPlan/CBC. Universität Kaiserslautern 1998, pp. 1-198

Ralph Bergmann, Hector Muñoz-Avila, Manuela M. Veloso, Erica Melis: CBR Applied to Planning. Case-Based Reasoning Technology 1998: 169-200

Hector Muñoz-Avila, Frank Weberskirch: A Case Study on the Mergeability of Cases with a Partial-Order Planner. ECP 1997: 325-337

Hector Muñoz-Avila, Frank Weberskirch, Thomas Roth-Berghofer: On the Relation between the Context of a Feature and the Domain Theory in Case-Based Planning. ICCBR 1997: 337-348

Manuela M. Veloso, Hector Muñoz-Avila, Ralph Bergmann: Case-Based Planning: Selected Methods and Systems. AI Commun. 9(3): 128-137 (1996)

Ralph Bergmann, Hector Muñoz-Avila, Manuela M. Veloso: Fallbasiertes Planen: ausgewählte Methoden und Systeme. KI 10(1): 22-28 (1996)

Hector Muñoz-Avila, Frank Weberskirch: Planning for Manufacturing Workpieces by Storing, Indexing and Replaying Planning Decisions. AIPS 1996: 150-157

Hector Muñoz-Avila, Jochem Hüllen: Feature Weighting by Explaining Case-Based Planning Episodes. EWCBR 1996: 280-294

Hector Muñoz-Avila, Jochem Hüllen: Retrieving Cases in Structured Domains by Using Goal Dependencies. ICCBR 1995: 241-252