Héctor Muñoz-Avila

Publication Activity (10 Years)

Years Active: 1999-2021
Publications (10 Years): 15

Top Venues

ICCBR

CoRR

AIIDE

AI Mag.

Kaiserslautern University of Technology, Germany (PHD)

Education History

Kaiserslautern University of Technology, Germany

PHD

Publications

Dustin Dannenhauer, Héctor Muñoz-Avila, Michael T. Cox
Expectations for agents with goal-driven autonomy. J. Exp. Theor. Artif. Intell. 33 (5) (2021)
Weihang Yuan, Héctor Muñoz-Avila
Hierarchical Reinforcement Learning for Deep Goal Reasoning: An Expressiveness Analysis. CoRR (2020)
Guangyi Liu, Arash Amini, Martin Takác, Héctor Muñoz-Avila, Nader Motee
Reinforcement Learning based Multi-Robot Classification via Scalable Communication Structure. CoRR (2020)
Héctor Muñoz-Avila, Dustin Dannenhauer, Noah Reifsnyder
Is Everything Going According to Plan? Expectations in Goal Reasoning Agents. AAAI (2019)
Hossein K. Mousavi, Guangyi Liu, Weihang Yuan, Martin Takác, Héctor Muñoz-Avila, Nader Motee
A Layered Architecture for Active Perception: Image Classification using Deep Reinforcement Learning. CoRR (2019)
Héctor Muñoz-Avila
Adaptive Goal Driven Autonomy. ICCBR (2018)
Sriram Gopalakrishnan, Héctor Muñoz-Avila, Ugur Kuter
Learning task hierarchies using statistical semantics and goal reasoning. AI Commun. 31 (2) (2018)
Chanh Nguyen, Noah Reifsnyder, Sriram Gopalakrishnan, Héctor Muñoz-Avila
Automated learning of hierarchical task networks for controlling minecraft agents. CIG (2017)
Chao Qi, Dan Wang, Héctor Muñoz-Avila, Peng Zhao, Hongwei Wang
Hierarchical task network planning with resources and temporal constraints. Knowl. Based Syst. 133 (2017)
Chad Hogg, Héctor Muñoz-Avila, Ugur Kuter
Learning Hierarchical Task Models from Input Traces. Comput. Intell. 32 (1) (2016)
Dustin Dannenhauer, Héctor Muñoz-Avila
Goal-Driven Autonomy with Semantically-Annotated Hierarchical Cases. ICCBR (2015)
Dezhao Song, Edward Kim, Xiaolei Huang, Joseph Patruno, Héctor Muñoz-Avila, Jeff Heflin, L. Rodney Long, Sameer K. Antani
Multimodal Entity Coreference for Cervical Dysplasia Diagnosis. IEEE Trans. Medical Imaging 34 (1) (2015)
Alexandra Coman, Kellen Gillespie, Héctor Muñoz-Avila
Case-based Local and Global Percept Processing for Rebel Agents. ICCBR (Workshops) (2015)
Tiffany Barnes, Oliver Bown, Michael Buro, Michael Cook, Arne Eigenfeldt, Héctor Muñoz-Avila, Santiago Ontañón, Philippe Pasquier, Noriko Tomuro, Robert Michael Young, Alexander Zook
Reports of the Workshops Held at the Tenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. AI Mag. 36 (1) (2015)
Dustin Dannenhauer, Héctor Muñoz-Avila
Raising Expectations in GDA Agents Acting in Dynamic Environments. IJCAI (2015)
Héctor Muñoz-Avila, David J. Stracuzzi
Innovative Applications of Artificial Intelligence 2013. AI Mag. 35 (1) (2014)
Hankz Hankui Zhuo, Héctor Muñoz-Avila, Qiang Yang
Learning hierarchical task network domains from partially observed plan traces. Artif. Intell. 212 (2014)
Ulit Jaidee, Héctor Muñoz-Avila
Modeling Unit Classes as Agents in Real-Time Strategy Games. AIIDE (2013)
Alexandra Coman, Héctor Muñoz-Avila
Automated Generation of Diverse NPC-Controlling FSMs Using Nondeterministic Planning Techniques. AIIDE (2013)
Dustin Dannenhauer, Héctor Muñoz-Avila
Case-Based Goal Selection Inspired by IBM's Watson. ICCBR (2013)
Giulio Finestrali, Héctor Muñoz-Avila
Case-Based Learning of Applicability Conditions for Stochastic Explanations. ICCBR (2013)
Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha
Case-Based Goal-Driven Coordination of Multiple Learning Agents. ICCBR (2013)
Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha
Learning and Reusing Goal-Specific Policies for Goal-Driven Autonomy. ICCBR (2012)
Alexandra Coman, Héctor Muñoz-Avila
Diverse Plan Generation by Plan Adaptation and by First-Principles Planning: A Comparative Study. ICCBR (2012)
Alexandra Coman, Héctor Muñoz-Avila
Plan-Based Character Diversity. AIIDE (2012)
Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha
Integrated Learning for Goal-Driven Autonomy. IJCAI (2011)
Alexandra Coman, Héctor Muñoz-Avila
Qualitative vs. Quantitative Plan Diversity in Case-Based Planning. ICCBR (2011)
Matt Dilts, Héctor Muñoz-Avila
Reducing the Memory Footprint of Temporal Difference Learning over Finitely Many States by Using Case-Based Generalization. ICCBR (2010)
Héctor Muñoz-Avila, Ulit Jaidee, David W. Aha, Elizabeth Carter
Goal-Driven Autonomy with Case-Based Reasoning. ICCBR (2010)
Kellen Gillespie, Justin Karneeb, Stephen Lee-Urban, Héctor Muñoz-Avila
Imitating Inscrutable Enemies: Learning from Stochastic Policy Observation, Retrieval and Reuse. ICCBR (2010)
Alexandra Coman, Héctor Muñoz-Avila
Case-Based Plan Diversity. ICCBR (2010)
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)
Chad Hogg, Ugur Kuter, Héctor Muñoz-Avila
Learning Hierarchical Task Networks for Nondeterministic Planning Domains. IJCAI (2009)
Stephen Lee-Urban, Héctor Muñoz-Avila
Adaptation versus Retrieval Trade-Off Revisited: An Analysis of Boundary Conditions. ICCBR (2009)
Vithal Kuchibatla, Héctor Muñoz-Avila
An Analysis of Transformational Analogy: General Framework and Complexity. AAAI (2008)
Chad Hogg, Stephen Lee-Urban, Bryan Auslander, Héctor Muñoz-Avila
Discovering Feature Weights for Feature-based Indexing of Q-tables. ECCBR Workshops (2008)
Chad Hogg, Héctor Muñoz-Avila, Ugur Kuter
HTN-MAKER: Learning HTNs with Minimal Additional Knowledge Engineering Required. AAAI (2008)
Héctor Muñoz-Avila, Michael T. Cox
Case-Based Plan Adaptation: An Analysis and Review. IEEE Intell. Syst. 23 (4) (2008)
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)
Marc J. V. Ponsen, Pieter Spronck, Héctor Muñoz-Avila, David W. Aha
Knowledge acquisition for adaptive game AI. Sci. Comput. Program. 67 (1) (2007)
Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila
Learning to Do HTN Planning. ICAPS (2006)
Vithal Kuchibatla, Héctor Muñoz-Avila
An Analysis on Transformational Analogy: General Framework and Complexity. ECCBR (2006)
Ke Xu, Héctor Muñoz-Avila
A Domain-Independent System for Case-Based Task Decomposition without Domain Theories. AAAI (2005)
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)
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 Intell. Syst. 20 (2) (2005)
Okhtay Ilghami, Héctor Muñoz-Avila, Dana S. Nau, David W. Aha
Learning approximate preconditions for methods in hierarchical plans. ICML (2005)
Michael T. Cox, Héctor Muñoz-Avila, Ralph Bergmann
Case-based planning. Knowl. Eng. Rev. 20 (3) (2005)
Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila, David W. Aha
Learning Preconditions for Planning from Plan Traces and HTN Structure. Comput. Intell. 21 (4) (2005)
Hai Hoang, Stephen Lee-Urban, Héctor Muñoz-Avila
Hierarchical Plan Representations for Encoding Strategic Game AI. AIIDE (2005)
Ke Xu, Héctor Muñoz-Avila
CaBMA: Case-Based Project Management Assistant. AAAI (2004)
Shreeram Sahasrabudhe, Héctor Muñoz-Avila
Discovering Causal Chains by Integrating Plan Recognition and Sequential Pattern Mining. FLAIRS Conference (2004)
Ke Xu, Héctor Muñoz-Avila
CBM-Gen+: An Algorithm for Reducing Case Base Inconsistencies in Hierarchical and Incomplete Domains. ICCBR (2003)
Ke Xu, Héctor Muñoz-Avila
Maintaining Consistency in Project Planning Reuse. ICCBR (2003)
Héctor Muñoz-Avila
On the Role of the Cases in Case-Based Planning. ICCBR (2003)
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) (2003)
Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila, David W. Aha
CaMeL: Learning Method Preconditions for HTN Planning. AIPS (2002)
Jürgen Dix, Héctor Muñoz-Avila, Dana S. Nau, Lingling Zhang
Theoretical and Empirical Aspects of a Planner in a Multi-agent Environment. JELIA (2002)
Jürgen Dix, Héctor Muñoz-Avila, Dana S. Nau, Lingling Zhang
Planning in a multi-agent environment: theory and practice. AAMAS (2002)
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)
Cynthia R. Marling, Mohammed H. Sqalli, Edwina L. Rissland, Héctor Muñoz-Avila, David W. Aha
Case-Based Reasoning Integrations. AI Mag. 23 (1) (2002)
Dana S. Nau, Yue Cao, Amnon Lotem, Héctor Muñoz-Avila
The Shop Planning System. AI Mag. 22 (3) (2001)
David W. Aha, Len Breslow, Héctor Muñoz-Avila
Conversational Case-Based Reasoning. Appl. Intell. 14 (1) (2001)
David W. Aha, Héctor Muñoz-Avila
Introduction: Interactive Case-Based Reasoning. Appl. Intell. 14 (1) (2001)
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)
David W. Aha, Rosina Weber, Héctor Muñoz-Avila, Len Breslow, Kalyan Moy Gupta
Bridging the Lesson Distribution Gap. IJCAI (2001)
Dana S. Nau, Héctor Muñoz-Avila, Yue Cao, Amnon Lotem, Steven Mitchell
Total-Order Planning with Partially Ordered Subtasks. IJCAI (2001)
Rosina Weber, David W. Aha, Héctor Muñoz-Avila, Len Breslow
Active Delivery for Lessons Learned Systems. EWCBR (2000)
Rosina Weber, David W. Aha, Héctor Muñoz-Avila, Len Breslow
An Intelligent Lessons Learned Process. ISMIS (2000)
Héctor Muñoz-Avila, David W. Aha, Len Breslow, Dana S. Nau, Rosina Weber-Lee
Integrating Conversational Case Retrieval with generative Planning. EWCBR (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)
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 Mag. 21 (1) (2000)
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)
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)
Dana S. Nau, Yue Cao, Amnon Lotem, Héctor Muñoz-Avila
SHOP: Simple Hierarchical Ordered Planner. IJCAI (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Héctor Muñoz-Avila