Héctor Muñoz-Avila

78 papers A* 15A 1B 1C 20Misc 1Journal 22Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	ChatHTN: Interleaving Approximate (LLM) and Symbolic HTN Planning. NeuS Héctor Muñoz-Avila, David W. Aha, Paola Rizzo
2021	J	`jnl`	Expectations for agents with goal-driven autonomy. J. Exp. Theor. Artif. Intell. Dustin Dannenhauer, Héctor Muñoz-Avila, Michael T. Cox
2020	—	`ch.`	Fallbasiertes Schließen. Handbuch der Künstlichen Intelligenz Ralph Bergmann, Mirjam Minor, Kerstin Bach, Klaus-Dieter Althoff, Héctor Muñoz-Avila
2020	J	`jnl`	Hierarchical Reinforcement Learning for Deep Goal Reasoning: An Expressiveness Analysis. CoRR Weihang Yuan, Héctor Muñoz-Avila
2020	J	`jnl`	Reinforcement Learning based Multi-Robot Classification via Scalable Communication Structure. CoRR Guangyi Liu, Arash Amini, Martin Takác, Héctor Muñoz-Avila, Nader Motee
2019	J	`jnl`	A Layered Architecture for Active Perception: Image Classification using Deep Reinforcement Learning. CoRR Hossein K. Mousavi, Guangyi Liu, Weihang Yuan, Martin Takác, Héctor Muñoz-Avila, Nader Motee
2019	A*	`conf`	Is Everything Going According to Plan? Expectations in Goal Reasoning Agents. AAAI Héctor Muñoz-Avila, Dustin Dannenhauer, Noah Reifsnyder
2018	C	`conf`	Adaptive Goal Driven Autonomy. ICCBR Héctor Muñoz-Avila
2018	J	`jnl`	Learning task hierarchies using statistical semantics and goal reasoning. AI Commun. Sriram Gopalakrishnan, Héctor Muñoz-Avila, Ugur Kuter
2017	—	`conf`	Automated learning of hierarchical task networks for controlling minecraft agents. CIG Chanh Nguyen, Noah Reifsnyder, Sriram Gopalakrishnan, Héctor Muñoz-Avila
2017	J	`jnl`	Hierarchical task network planning with resources and temporal constraints. Knowl. Based Syst. Chao Qi, Dan Wang, Héctor Muñoz-Avila, Peng Zhao, Hongwei Wang
2016	J	`jnl`	Learning Hierarchical Task Models from Input Traces. Comput. Intell. Chad Hogg, Héctor Muñoz-Avila, Ugur Kuter
2015	—	`conf`	Case-based Local and Global Percept Processing for Rebel Agents. ICCBR (Workshops) Alexandra Coman, Kellen Gillespie, Héctor Muñoz-Avila
2015	C	`conf`	Goal-Driven Autonomy with Semantically-Annotated Hierarchical Cases. ICCBR Dustin Dannenhauer, Héctor Muñoz-Avila
2015	J	`jnl`	Multimodal Entity Coreference for Cervical Dysplasia Diagnosis. IEEE Trans. Medical Imaging Dezhao Song, Edward Kim, Xiaolei Huang, Joseph Patruno, Héctor Muñoz-Avila, Jeff Heflin, L. Rodney Long, Sameer K. Antani
2015	A*	`conf`	Raising Expectations in GDA Agents Acting in Dynamic Environments. IJCAI Dustin Dannenhauer, Héctor Muñoz-Avila
2015	J	`jnl`	Reports of the Workshops Held at the Tenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. AI Mag. Tiffany Barnes, Oliver Bown, Michael Buro, Michael Cook, Arne Eigenfeldt, Héctor Muñoz-Avila, Santiago Ontañón, Philippe Pasquier, Noriko Tomuro, Robert Michael Young, Alexander Zook
2014	J	`jnl`	Innovative Applications of Artificial Intelligence 2013. AI Mag. Héctor Muñoz-Avila, David J. Stracuzzi
2014	J	`jnl`	Learning hierarchical task network domains from partially observed plan traces. Artif. Intell. Hankz Hankui Zhuo, Héctor Muñoz-Avila, Qiang Yang
2013	—	`conf`	Automated Generation of Diverse NPC-Controlling FSMs Using Nondeterministic Planning Techniques. AIIDE Alexandra Coman, Héctor Muñoz-Avila
2013	C	`conf`	Case-Based Goal Selection Inspired by IBM's Watson. ICCBR Dustin Dannenhauer, Héctor Muñoz-Avila
2013	C	`conf`	Case-Based Goal-Driven Coordination of Multiple Learning Agents. ICCBR Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha
2013	C	`conf`	Case-Based Learning of Applicability Conditions for Stochastic Explanations. ICCBR Giulio Finestrali, Héctor Muñoz-Avila
2013	—	`conf`	Modeling Unit Classes as Agents in Real-Time Strategy Games. AIIDE Ulit Jaidee, Héctor Muñoz-Avila
2012	C	`conf`	Diverse Plan Generation by Plan Adaptation and by First-Principles Planning: A Comparative Study. ICCBR Alexandra Coman, Héctor Muñoz-Avila
2012	C	`conf`	Learning and Reusing Goal-Specific Policies for Goal-Driven Autonomy. ICCBR Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha
2012	—	`conf`	Plan-Based Character Diversity. AIIDE Alexandra Coman, Héctor Muñoz-Avila
2011	A*	`conf`	Integrated Learning for Goal-Driven Autonomy. IJCAI Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha
2011	C	`conf`	Qualitative vs. Quantitative Plan Diversity in Case-Based Planning. ICCBR Alexandra Coman, Héctor Muñoz-Avila
2010	C	`conf`	Case-Based Plan Diversity. ICCBR Alexandra Coman, Héctor Muñoz-Avila
2010	C	`conf`	Goal-Driven Autonomy with Case-Based Reasoning. ICCBR Héctor Muñoz-Avila, Ulit Jaidee, David W. Aha, Elizabeth Carter
2010	C	`conf`	Imitating Inscrutable Enemies: Learning from Stochastic Policy Observation, Retrieval and Reuse. ICCBR Kellen Gillespie, Justin Karneeb, Stephen Lee-Urban, Héctor Muñoz-Avila
2010	C	`conf`	Reducing the Memory Footprint of Temporal Difference Learning over Finitely Many States by Using Case-Based Generalization. ICCBR Matt Dilts, Héctor Muñoz-Avila
2009	C	`conf`	Adaptation versus Retrieval Trade-Off Revisited: An Analysis of Boundary Conditions. ICCBR Stephen Lee-Urban, Héctor Muñoz-Avila
2009	A*	`conf`	Learning Hierarchical Task Networks for Nondeterministic Planning Domains. IJCAI Chad Hogg, Ugur Kuter, Héctor Muñoz-Avila
2009	C	`conf`	Spatial Event Prediction by Combining Value Function Approximation and Case-Based Reasoning. ICCBR Hua Li, Héctor Muñoz-Avila, Diane Bramsen, Chad Hogg, Rafael Alonso
2008	A*	`conf`	An Analysis of Transformational Analogy: General Framework and Complexity. AAAI Vithal Kuchibatla, Héctor Muñoz-Avila
2008	J	`jnl`	Case-Based Plan Adaptation: An Analysis and Review. IEEE Intell. Syst. Héctor Muñoz-Avila, Michael T. Cox
2008	—	`conf`	Discovering Feature Weights for Feature-based Indexing of Q-tables. ECCBR Workshops Chad Hogg, Stephen Lee-Urban, Bryan Auslander, Héctor Muñoz-Avila
2008	A*	`conf`	HTN-MAKER: Learning HTNs with Minimal Additional Knowledge Engineering Required. AAAI Chad Hogg, Héctor Muñoz-Avila, Ugur Kuter
2008	—	`conf`	Recognizing the Enemy: Combining Reinforcement Learning with Strategy Selection Using Case-Based Reasoning. ECCBR Bryan Auslander, Stephen Lee-Urban, Chad Hogg, Héctor Muñoz-Avila
2007	J	`jnl`	Knowledge acquisition for adaptive game AI. Sci. Comput. Program. Marc J. V. Ponsen, Pieter Spronck, Héctor Muñoz-Avila, David W. Aha
2006	—	`conf`	An Analysis on Transformational Analogy: General Framework and Complexity. ECCBR Vithal Kuchibatla, Héctor Muñoz-Avila
2006	A*	`conf`	Learning to Do HTN Planning. ICAPS Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila
2005	A*	`conf`	A Domain-Independent System for Case-Based Task Decomposition without Domain Theories. AAAI Ke Xu, Héctor Muñoz-Avila
2005	J	`jnl`	Applications of SHOP and SHOP2. IEEE Intell. Syst. Dana S. Nau, Tsz-Chiu Au, Okhtay Ilghami, Ugur Kuter, Héctor Muñoz-Avila, J. William Murdock, Dan Wu, Fusun Yaman
2005	A*	`conf`	Automatically Acquiring Domain Knowledge For Adaptive Game AI Using Evolutionary Learning. AAAI Marc J. V. Ponsen, Héctor Muñoz-Avila, Pieter Spronck, David W. Aha
2005	C	`ed.`	Case-Based Reasoning, Research and Development, 6th International Conference, on Case-Based Reasoning, ICCBR 2005, Chicago, IL, USA, August 23-26, 2005, Proceedings ICCBR Héctor Muñoz-Avila, Francesco Ricci
2005	J	`jnl`	Case-based planning. Knowl. Eng. Rev. Michael T. Cox, Héctor Muñoz-Avila, Ralph Bergmann
2005	—	`conf`	Hierarchical Plan Representations for Encoding Strategic Game AI. AIIDE Hai Hoang, Stephen Lee-Urban, Héctor Muñoz-Avila
2005	J	`jnl`	Learning Preconditions for Planning from Plan Traces and HTN Structure. Comput. Intell. Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila, David W. Aha
2005	A*	`conf`	Learning approximate preconditions for methods in hierarchical plans. ICML Okhtay Ilghami, Héctor Muñoz-Avila, Dana S. Nau, David W. Aha
2004	A*	`conf`	CaBMA: Case-Based Project Management Assistant. AAAI Ke Xu, Héctor Muñoz-Avila
2004	Misc	`conf`	Discovering Causal Chains by Integrating Plan Recognition and Sequential Pattern Mining. FLAIRS Shreeram Sahasrabudhe, Héctor Muñoz-Avila
2003	C	`conf`	CBM-Gen+: An Algorithm for Reducing Case Base Inconsistencies in Hierarchical and Incomplete Domains. ICCBR Ke Xu, Héctor Muñoz-Avila
2003	J	`jnl`	IMPACTing SHOP: Putting an AI Planner Into a Multi-Agent Environment. Ann. Math. Artif. Intell. Jürgen Dix, Héctor Muñoz-Avila, Dana S. Nau, Lingling Zhang
2003	C	`conf`	Maintaining Consistency in Project Planning Reuse. ICCBR Ke Xu, Héctor Muñoz-Avila
2003	C	`conf`	On the Role of the Cases in Case-Based Planning. ICCBR Héctor Muñoz-Avila
2002	—	`conf`	CaMeL: Learning Method Preconditions for HTN Planning. AIPS Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila, David W. Aha
2002	J	`jnl`	Case-Based Reasoning Integrations. AI Mag. Cynthia R. Marling, Mohammed H. Sqalli, Edwina L. Rissland, Héctor Muñoz-Avila, David W. Aha
2002	—	`conf`	On the Complexity of Plan Adaptation by Derivational Analogy in a Universal Classical Planning Framework. ECCBR Tsz-Chiu Au, Héctor Muñoz-Avila, Dana S. Nau
2002	A	`conf`	Planning in a multi-agent environment: theory and practice. AAMAS Jürgen Dix, Héctor Muñoz-Avila, Dana S. Nau, Lingling Zhang
2002	B	`conf`	Theoretical and Empirical Aspects of a Planner in a Multi-agent Environment. JELIA Jürgen Dix, Héctor Muñoz-Avila, Dana S. Nau, Lingling Zhang
2001	A*	`conf`	Bridging the Lesson Distribution Gap. IJCAI David W. Aha, Rosina Weber, Héctor Muñoz-Avila, Len Breslow, Kalyan Moy Gupta
2001	J	`jnl`	Conversational Case-Based Reasoning. Appl. Intell. David W. Aha, Len Breslow, Héctor Muñoz-Avila
2001	J	`jnl`	Introduction: Interactive Case-Based Reasoning. Appl. Intell. David W. Aha, Héctor Muñoz-Avila
2001	A*	`conf`	SiN: Integrating Case-based Reasoning with Task Decomposition. IJCAI Héctor Muñoz-Avila, David W. Aha, Dana S. Nau, Rosina Weber, Len Breslow, Fusun Yaman
2001	J	`jnl`	The Shop Planning System. AI Mag. Dana S. Nau, Yue Cao, Amnon Lotem, Héctor Muñoz-Avila
2001	A*	`conf`	Total-Order Planning with Partially Ordered Subtasks. IJCAI Dana S. Nau, Héctor Muñoz-Avila, Yue Cao, Amnon Lotem, Steven Mitchell
2000	—	`conf`	Active Delivery for Lessons Learned Systems. EWCBR Rosina Weber, David W. Aha, Héctor Muñoz-Avila, Len Breslow
2000	C	`conf`	An Intelligent Lessons Learned Process. ISMIS Rosina Weber, David W. Aha, Héctor Muñoz-Avila, Len Breslow
2000	—	`conf`	IMPACTing SHOP: Planning in a Multi-agent Environment. CL-2000 Workshop on Computational Logic in Multi-Agent Systems Jürgen Dix, Héctor Muñoz-Avila, Dana S. Nau
2000	—	`conf`	Integrating Conversational Case Retrieval with generative Planning. EWCBR Héctor Muñoz-Avila, David W. Aha, Len Breslow, Dana S. Nau, Rosina Weber-Lee
2000	J	`jnl`	Reports on the AAAI 1999 Workshop Program. AI Mag. 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
1999	—	`conf`	HICAP: An Interactive Case-Based Planning Architecture and its Application to Noncombatant Evacuation Operations. AAAI/IAAI Héctor Muñoz-Avila, David W. Aha, Len Breslow, Dana S. Nau
1999	A*	`conf`	SHOP: Simple Hierarchical Ordered Planner. IJCAI Dana S. Nau, Yue Cao, Amnon Lotem, Héctor Muñoz-Avila
1999	C	`conf`	Using Guidelines to Constrain Interactive Case-Based HTN Planning. ICCBR Héctor Muñoz-Avila, Daniel C. McFarlane, David W. Aha, Len Breslow, James A. Ballas, Dana S. Nau
1998	—	`—`	Integrating twofold case retrieval and complete decision replay in CAPlan/CBC. Héctor Muñoz-Avila