Retrieving Cases in Structured Domains by Using Goal Dependencies. - Hector Muñoz-Avila; Jochem Hüllen (ICCBR, 1995)

Planning for Manufacturing Workpieces by Storing, Indexing and Replaying Planning Decisions. - Hector Muñoz-Avila; Frank Weberskirch (AIPS, 1996)

Feature Weighting by Explaining Case-Based Planning Episodes. - Hector Muñoz-Avila; Jochem Hüllen (EWCBR, 1996)

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

Fallbasiertes Planen: ausgewählte Methoden und Systeme. - Ralph Bergmann; Hector Muñoz-Avila; Manuela M. Veloso (Künstliche Intell., 1996)

A Case Study on the Mergeability of Cases with a Partial-Order Planner. - Hector Muñoz-Avila; Frank Weberskirch (ECP, 1997)

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

Integrating twofold case retrieval and complete decision replay in CAPlan/CBC. - Héctor Muñoz-Avila (1998)

CBR Applied to Planning. - Ralph Bergmann; Hector Muñoz-Avila; Manuela M. Veloso; Erica Melis (Case-Based Reasoning Technology, 1998)

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

A Case Retention Policy Based on Detrimental Retrieval. - Hector Muñoz-Avila (ICCBR, 1999)

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

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

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

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

Active Delivery for Lessons Learned Systems. - Rosina Weber; David W. Aha; Héctor Muñoz-Avila; Len Breslow (EWCBR, 2000)

An Intelligent Lessons Learned Process. - Rosina Weber; David W. Aha; Héctor Muñoz-Avila; Len Breslow (ISMIS, 2000)

Reports on the AAAI 1999 Workshop Program. - 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; et al. (AI Mag., 2000)

Bridging the Lesson Distribution Gap. - David W. Aha; Rosina Weber; Héctor Muñoz-Avila; Len Breslow; Kalyan Moy Gupta (IJCAI, 2001)

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

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

The Shop Planning System. - Dana S. Nau; Yue Cao; Amnon Lotem; Héctor Muñoz-Avila (AI Mag., 2001)

Conversational Case-Based Reasoning. - David W. Aha; Len Breslow; Héctor Muñoz-Avila (Appl. Intell., 2001)

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

Case-Base Maintenance by Integrating Case-Index Revision and Case-Retention Policies in a Derivational Replay Framework. - Hector Muñoz-Avila (Comput. Intell., 2001)

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

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

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

Case Acquisition in a Project Planning Environment. - Sasidhar Mukkamalla; Hector Muñoz-Avila (ECCBR, 2002)

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

Case-Based Reasoning Integrations. - Cynthia R. Marling; Mohammed H. Sqalli; Edwina L. Rissland; Héctor Muñoz-Avila; David W. Aha (AI Mag., 2002)

On the Role of the Cases in Case-Based Planning. - Héctor Muñoz-Avila (ICCBR, 2003)

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

Maintaining Consistency in Project Planning Reuse. - Ke Xu; Héctor Muñoz-Avila (ICCBR, 2003)

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

CaBMA: Case-Based Project Management Assistant. - Ke Xu; Héctor Muñoz-Avila (AAAI, 2004)

Discovering Causal Chains by Integrating Plan Recognition and Sequential Pattern Mining. - Shreeram Sahasrabudhe; Héctor Muñoz-Avila (FLAIRS, 2004)

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

A Domain-Independent System for Case-Based Task Decomposition without Domain Theories. - Ke Xu; Héctor Muñoz-Avila (AAAI, 2005)

Hierarchical Plan Representations for Encoding Strategic Game AI. - Hai Hoang; Stephen Lee-Urban; Héctor Muñoz-Avila (AIIDE, 2005)

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

Learning Preconditions for Planning from Plan Traces and HTN Structure. - Okhtay Ilghami; Dana S. Nau; Héctor Muñoz-Avila; David W. Aha (Comput. Intell., 2005)

Applications of SHOP and SHOP2. - Dana S. Nau; Tsz-Chiu Au; Okhtay Ilghami; Ugur Kuter; Héctor Muñoz-Avila; J. William Murdock; Dan Wu; Fusun Yaman (IEEE Intell. Syst., 2005)

Case-based planning. - Michael T. Cox; Héctor Muñoz-Avila; Ralph Bergmann (Knowl. Eng. Rev., 2005)

Learning to Do HTN Planning. - Okhtay Ilghami; Dana S. Nau; Héctor Muñoz-Avila (ICAPS, 2006)

The Sixth International Conference on Case-based Reasoning. - Hector Muñoz-Avila; Francesco Ricci 001; Robin D. Burke (AI Mag., 2006)

Automatically Generating Game Tactics through Evolutionary Learning. - Marc J. V. Ponsen; Hector Muñoz-Avila; Pieter Spronck; David W. Aha (AI Mag., 2006)

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

Adaptation of Hierarchical Task Network Plans. - Ian Warfield; Chad Hogg; Stephen Lee-Urban; Hector Muñoz-Avila (FLAIRS, 2007)

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

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

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

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

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

Case-Based Plan Adaptation: An Analysis and Review. - Héctor Muñoz-Avila; Michael T. Cox (IEEE Intell. Syst., 2008)

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

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

Spatial Event Prediction by Combining Value Function Approximation and Case-Based Reasoning. - Hua Li 002; Héctor Muñoz-Avila; Diane Bramsen; Chad Hogg; Rafael Alonso (ICCBR, 2009)

Learning Hierarchical Task Networks for Nondeterministic Planning Domains. - Chad Hogg; Ugur Kuter; Héctor Muñoz-Avila (IJCAI, 2009)

Learning HTN Method Preconditions and Action Models from Partial Observations. - Hankz Hankui Zhuo; Derek Hao Hu; Chad Hogg; Qiang Yang 001; Hector Muñoz-Avila (IJCAI, 2009)

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

Applying Goal Driven Autonomy to a Team Shooter Game. - Hector Muñoz-Avila; David W. Aha; Ulit Jaidee; Matthew Klenk 001; Matthew Molineaux (FLAIRS, 2010)

Case-Based Plan Diversity. - Alexandra Coman; Héctor Muñoz-Avila (ICCBR, 2010)

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

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

Goal-Driven Autonomy with Case-Based Reasoning. - Héctor Muñoz-Avila; Ulit Jaidee; David W. Aha; Elizabeth Carter (ICCBR, 2010)

The IJCAI-09 Workshop on Learning Structural Knowledge From Observations (STRUCK-09). - Ugur Kuter; Hector Muñoz-Avila (AI Mag., 2010)

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

Learning action models for multi-agent planning. - Hankz Hankui Zhuo; Hector Muñoz-Avila; Qiang Yang 001 (AAMAS, 2011)

Qualitative vs. Quantitative Plan Diversity in Case-Based Planning. - Alexandra Coman; Héctor Muñoz-Avila (ICCBR, 2011)

Integrated Learning for Goal-Driven Autonomy. - Ulit Jaidee; Héctor Muñoz-Avila; David W. Aha (IJCAI, 2011)

The Special Issue of AI Magazine on Structured Knowledge Transfer. - Daniel G. Shapiro; Hector Muñoz-Avila; David J. Stracuzzi (AI Mag., 2011)

Plan-Based Character Diversity. - Alexandra Coman; Héctor Muñoz-Avila (AIIDE, 2012)

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

Learning and Reusing Goal-Specific Policies for Goal-Driven Autonomy. - Ulit Jaidee; Héctor Muñoz-Avila; David W. Aha (ICCBR, 2012)

Emerging Innovative Applications of Artificial Intelligence 2012. - Markus P. J. Fromherz; Hector Muñoz-Avila (AI Mag., 2012)

IAAI-13 Preface. - Hector Muñoz-Avila; David J. Stracuzzi (AAAI, 2013)

Automated Generation of Diverse NPC-Controlling FSMs Using Nondeterministic Planning Techniques. - Alexandra Coman; Héctor Muñoz-Avila (AIIDE, 2013)

Modeling Unit Classes as Agents in Real-Time Strategy Games. - Ulit Jaidee; Héctor Muñoz-Avila (AIIDE, 2013)

Search in Real-Time Video Games. - Peter I. Cowling; Michael Buro; Michal Bída; Adi Botea; Bruno Bouzy; Martin V. Butz; Philip Hingston; Hector Muñoz-Avila; Dana S. Nau; Moshe Sipper (Artificial and Computational Intelligence in Games, 2013)

Learning and Game AI. - Hector Muñoz-Avila; Christian Bauckhage; Michal Bída; Clare Bates Congdon; Graham Kendall (Artificial and Computational Intelligence in Games, 2013)

Case-Based Goal Selection Inspired by IBM's Watson. - Dustin Dannenhauer; Héctor Muñoz-Avila (ICCBR, 2013)

Case-Based Learning of Applicability Conditions for Stochastic Explanations. - Giulio Finestrali; Héctor Muñoz-Avila (ICCBR, 2013)

Case-Based Goal-Driven Coordination of Multiple Learning Agents. - Ulit Jaidee; Héctor Muñoz-Avila; David W. Aha (ICCBR, 2013)

Deployed Innovative Applications of Artificial Intelligence 2012. - Markus P. J. Fromherz; Hector Muñoz-Avila (AI Mag., 2013)

Competitor Activation and Semantic Interference: Evidence from Combined Phonological and Semantic Similarity. - Alexandra Frazer; Padraig O'Seaghdha; Hector Muñoz-Avila; Nicholas Roessler (CogSci, 2014)

Learning hierarchical task network domains from partially observed plan traces. - Hankz Hankui Zhuo; Héctor Muñoz-Avila; Qiang Yang 001 (Artif. Intell., 2014)

Innovative Applications of Artificial Intelligence 2013. - Héctor Muñoz-Avila; David J. Stracuzzi (AI Mag., 2014)

Case-based Local and Global Percept Processing for Rebel Agents. - Alexandra Coman; Kellen Gillespie; Héctor Muñoz-Avila (ICCBR (Workshops), 2015)

Goal-Driven Autonomy with Semantically-Annotated Hierarchical Cases. - Dustin Dannenhauer; Héctor Muñoz-Avila (ICCBR, 2015)

Raising Expectations in GDA Agents Acting in Dynamic Environments. - Dustin Dannenhauer; Héctor Muñoz-Avila (IJCAI, 2015)

Reports of the Workshops Held at the Tenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. - Tiffany Barnes; Oliver Bown 001; Michael Buro; Michael Cook 001; Arne Eigenfeldt; Héctor Muñoz-Avila; Santiago Ontañón; Philippe Pasquier; Noriko Tomuro; Robert Michael Young; Alexander Zook (AI Mag., 2015)

Multimodal Entity Coreference for Cervical Dysplasia Diagnosis. - Dezhao Song; Edward Kim; Xiaolei Huang 001; Joseph Patruno; Héctor Muñoz-Avila; Jeff Heflin; L. Rodney Long; Sameer K. Antani (IEEE Trans. Medical Imaging, 2015)

MIDCA: A Metacognitive, Integrated Dual-Cycle Architecture for Self-Regulated Autonomy. - Michael T. Cox; Zohreh Alavi; Dustin Dannenhauer; Vahid Eyorokon; Hector Muñoz-Avila; Don Perlis (AAAI, 2016)

Informed Expectations to Guide GDA Agents in Partially Observable Environments. - Dustin Dannenhauer; Hector Muñoz-Avila; Michael T. Cox (IJCAI, 2016)

Learning Hierarchical Task Models from Input Traces. - Chad Hogg; Héctor Muñoz-Avila; Ugur Kuter (Comput. Intell., 2016)

Automated learning of hierarchical task networks for controlling minecraft agents. - Chanh Nguyen; Noah Reifsnyder; Sriram Gopalakrishnan; Héctor Muñoz-Avila (CIG, 2017)

Hierarchical task network planning with resources and temporal constraints. - Chao Qi; Dan Wang; Héctor Muñoz-Avila; Peng Zhao 002; Hongwei Wang 002 (Knowl. Based Syst., 2017)

Adaptive Goal Driven Autonomy. - Héctor Muñoz-Avila (ICCBR, 2018)

Learning task hierarchies using statistical semantics and goal reasoning. - Sriram Gopalakrishnan; Héctor Muñoz-Avila; Ugur Kuter (AI Commun., 2018)

Is Everything Going According to Plan? Expectations in Goal Reasoning Agents. - Héctor Muñoz-Avila; Dustin Dannenhauer; Noah Reifsnyder (AAAI, 2019)

A Layered Architecture for Active Perception: Image Classification using Deep Reinforcement Learning. - Hossein K. Mousavi; Guangyi Liu 004; Weihang Yuan; Martin Takác 001; Héctor Muñoz-Avila; Nader Motee (CoRR, 2019)

Fallbasiertes Schließen. - Ralph Bergmann; Mirjam Minor; Kerstin Bach; Klaus-Dieter Althoff; Héctor Muñoz-Avila (Handbuch der Künstlichen Intelligenz, 2020)

Scoring Integrated Meaningful Play in Story-Driven Games with Q-Learning. - Alan Bettis; Danielle Newberry; Hector Muñoz-Avila (AIIDE Workshops, 2020)

Learning Actions with Symbolic Literals and Continuous Effects for a Waypoint Navigation Simulation. - Morgan Fine-Morris; Bryan Auslander; Hector Muñoz-Avila; Kalyan Moy Gupta (IntelliSys (1), 2020)

Hierarchical Reinforcement Learning for Deep Goal Reasoning: An Expressiveness Analysis. - Weihang Yuan; Héctor Muñoz-Avila (CoRR, 2020)

Reinforcement Learning based Multi-Robot Classification via Scalable Communication Structure. - Guangyi Liu 004; Arash Amini; Martin Takác 001; Héctor Muñoz-Avila; Nader Motee (CoRR, 2020)

HTN Learning via Transfer Learning of Domain Landmarks. - Greg Pennisi; Morgan Fine-Morris; Michael W. Floyd; Bryan Auslander; Hector Muñoz-Avila; Jeff Heflin; Kalyan Moy Gupta (FLAIRS, 2021)

Monitoring Goal Driven Autonomy Agent's Expectations Generated from Durative Effects. - Noah Reifsnyder; Hector Muñoz-Avila (IntelliSys (1), 2021)

Expectations for agents with goal-driven autonomy. - Dustin Dannenhauer; Héctor Muñoz-Avila; Michael T. Cox (J. Exp. Theor. Artif. Intell., 2021)

Task Modifiers for HTN Planning and Acting. - Weihang Yuan; Hector Muñoz-Avila; Venkatsampath Raja Gogineni; Sravya Kondrakunta; Michael T. Cox; Lifang He 001 (CoRR, 2022)

ChatHTN: Interleaving Approximate (LLM) and Symbolic HTN Planning. - Héctor Muñoz-Avila; David W. Aha; Paola Rizzo (NeuS, 2025)