Hector Muñoz-Avila

Affiliations:
  • Lehigh University, Bethlehem, PA, USA


According to our database1, Hector Muñoz-Avila authored at least 111 papers between 1995 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2022
Task Modifiers for HTN Planning and Acting.
CoRR, 2022

2021
Expectations for agents with goal-driven autonomy.
J. Exp. Theor. Artif. Intell., 2021

Monitoring Goal Driven Autonomy Agent's Expectations Generated from Durative Effects.
Proceedings of the Intelligent Systems and Applications, 2021

HTN Learning via Transfer Learning of Domain Landmarks.
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

2020
Reinforcement Learning based Multi-Robot Classification via Scalable Communication Structure.
CoRR, 2020

Hierarchical Reinforcement Learning for Deep Goal Reasoning: An Expressiveness Analysis.
CoRR, 2020

Learning Actions with Symbolic Literals and Continuous Effects for a Waypoint Navigation Simulation.
Proceedings of the Intelligent Systems and Applications, 2020

Scoring Integrated Meaningful Play in Story-Driven Games with Q-Learning.
Proceedings of the Joint Proceedings of the AIIDE 2020 Workshops co-located with 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2020), 2020

Fallbasiertes Schließen.
Proceedings of the Handbuch der Künstlichen Intelligenz, 6. Auflage, 2020

2019
A Layered Architecture for Active Perception: Image Classification using Deep Reinforcement Learning.
CoRR, 2019

Is Everything Going According to Plan? Expectations in Goal Reasoning Agents.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Learning task hierarchies using statistical semantics and goal reasoning.
AI Commun., 2018

Adaptive Goal Driven Autonomy.
Proceedings of the Case-Based Reasoning Research and Development, 2018

2017
Hierarchical task network planning with resources and temporal constraints.
Knowl. Based Syst., 2017

Automated learning of hierarchical task networks for controlling minecraft agents.
Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017

2016
Learning Hierarchical Task Models from Input Traces.
Comput. Intell., 2016

Informed Expectations to Guide GDA Agents in Partially Observable Environments.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

MIDCA: A Metacognitive, Integrated Dual-Cycle Architecture for Self-Regulated Autonomy.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Multimodal Entity Coreference for Cervical Dysplasia Diagnosis.
IEEE Trans. Medical Imaging, 2015

Reports of the Workshops Held at the Tenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment.
AI Mag., 2015

Raising Expectations in GDA Agents Acting in Dynamic Environments.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Goal-Driven Autonomy with Semantically-Annotated Hierarchical Cases.
Proceedings of the Case-Based Reasoning Research and Development, 2015

Case-based Local and Global Percept Processing for Rebel Agents.
Proceedings of the Workshop Proceedings from The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015), 2015

2014
Innovative Applications of Artificial Intelligence 2013.
AI Mag., 2014

Learning hierarchical task network domains from partially observed plan traces.
Artif. Intell., 2014

Competitor Activation and Semantic Interference: Evidence from Combined Phonological and Semantic Similarity.
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013
Deployed Innovative Applications of Artificial Intelligence 2012.
AI Mag., 2013

Case-Based Goal-Driven Coordination of Multiple Learning Agents.
Proceedings of the Case-Based Reasoning Research and Development, 2013

Case-Based Learning of Applicability Conditions for Stochastic Explanations.
Proceedings of the Case-Based Reasoning Research and Development, 2013

Case-Based Goal Selection Inspired by IBM's Watson.
Proceedings of the Case-Based Reasoning Research and Development, 2013

Learning and Game AI.
Proceedings of the Artificial and Computational Intelligence in Games, 2013

Search in Real-Time Video Games.
Proceedings of the Artificial and Computational Intelligence in Games, 2013

Modeling Unit Classes as Agents in Real-Time Strategy Games.
Proceedings of the Ninth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2013

Automated Generation of Diverse NPC-Controlling FSMs Using Nondeterministic Planning Techniques.
Proceedings of the Ninth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2013

IAAI-13 Preface.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Emerging Innovative Applications of Artificial Intelligence 2012.
AI Mag., 2012

Learning and Reusing Goal-Specific Policies for Goal-Driven Autonomy.
Proceedings of the Case-Based Reasoning Research and Development, 2012

Diverse Plan Generation by Plan Adaptation and by First-Principles Planning: A Comparative Study.
Proceedings of the Case-Based Reasoning Research and Development, 2012

Plan-Based Character Diversity.
Proceedings of the Eighth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2012

2011
The Special Issue of AI Magazine on Structured Knowledge Transfer.
AI Mag., 2011

Integrated Learning for Goal-Driven Autonomy.
Proceedings of the IJCAI 2011, 2011

Qualitative vs. Quantitative Plan Diversity in Case-Based Planning.
Proceedings of the Case-Based Reasoning Research and Development, 2011

Learning action models for multi-agent planning.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Generating Diverse Plans Using Quantitative and Qualitative Plan Distance Metrics.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
The IJCAI-09 Workshop on Learning Structural Knowledge From Observations (STRUCK-09).
AI Mag., 2010

Goal-Driven Autonomy with Case-Based Reasoning.
Proceedings of the Case-Based Reasoning. Research and Development, 2010

Imitating Inscrutable Enemies: Learning from Stochastic Policy Observation, Retrieval and Reuse.
Proceedings of the Case-Based Reasoning. Research and Development, 2010

Reducing the Memory Footprint of Temporal Difference Learning over Finitely Many States by Using Case-Based Generalization.
Proceedings of the Case-Based Reasoning. Research and Development, 2010

Case-Based Plan Diversity.
Proceedings of the Case-Based Reasoning. Research and Development, 2010

Applying Goal Driven Autonomy to a Team Shooter Game.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

Learning Methods to Generate Good Plans: Integrating HTN Learning and Reinforcement Learning.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Learning HTN Method Preconditions and Action Models from Partial Observations.
Proceedings of the IJCAI 2009, 2009

Learning Hierarchical Task Networks for Nondeterministic Planning Domains.
Proceedings of the IJCAI 2009, 2009

Spatial Event Prediction by Combining Value Function Approximation and Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2009

Adaptation versus Retrieval Trade-Off Revisited: An Analysis of Boundary Conditions.
Proceedings of the Case-Based Reasoning Research and Development, 2009

2008
CaBMA: a case-based reasoning system for capturing, refining, and reusing project plans.
Knowl. Inf. Syst., 2008

Case-Based Plan Adaptation: An Analysis and Review.
IEEE Intell. Syst., 2008

Discovering Feature Weights for Feature-based Indexing of Q-tables.
Proceedings of the ECCBR 2008, 2008

Recognizing the Enemy: Combining Reinforcement Learning with Strategy Selection Using Case-Based Reasoning.
Proceedings of the Advances in Case-Based Reasoning, 9th European Conference, 2008

An Analysis of Transformational Analogy: General Framework and Complexity.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

HTN-MAKER: Learning HTNs with Minimal Additional Knowledge Engineering Required.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Knowledge acquisition for adaptive game AI.
Sci. Comput. Program., 2007

Adaptation of Hierarchical Task Network Plans.
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007

RETALIATE: Learning Winning Policies in First-Person Shooter Games.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Automatically Generating Game Tactics through Evolutionary Learning.
AI Mag., 2006

The Sixth International Conference on Case-based Reasoning.
AI Mag., 2006

Learning to Do HTN Planning.
Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling, 2006

2005
Case-based planning.
Knowl. Eng. Rev., 2005

Applications of SHOP and SHOP2.
IEEE Intell. Syst., 2005

Learning Preconditions for Planning from Plan Traces and HTN Structure.
Comput. Intell., 2005

Learning approximate preconditions for methods in hierarchical plans.
Proceedings of the Machine Learning, 2005

Hierarchical Plan Representations for Encoding Strategic Game AI.
Proceedings of the First Artificial Intelligence and Interactive Digital Entertainment Conference, 2005

A Domain-Independent System for Case-Based Task Decomposition without Domain Theories.
Proceedings of the Proceedings, 2005

Automatically Acquiring Domain Knowledge For Adaptive Game AI Using Evolutionary Learning.
Proceedings of the Proceedings, 2005

2004
Discovering Causal Chains by Integrating Plan Recognition and Sequential Pattern Mining.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

CaBMA: Case-Based Project Management Assistant.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003
IMPACTing SHOP: Putting an AI Planner Into a Multi-Agent Environment.
Ann. Math. Artif. Intell., 2003

Maintaining Consistency in Project Planning Reuse.
Proceedings of the Case-Based Reasoning Research and Development, 2003

CBM-Gen+: An Algorithm for Reducing Case Base Inconsistencies in Hierarchical and Incomplete Domains.
Proceedings of the Case-Based Reasoning Research and Development, 2003

On the Role of the Cases in Case-Based Planning.
Proceedings of the Case-Based Reasoning Research and Development, 2003

2002
Case-Based Reasoning Integrations.
AI Mag., 2002

Theoretical and Empirical Aspects of a Planner in a Multi-agent Environment.
Proceedings of the Logics in Artificial Intelligence, European Conference, 2002

Case Acquisition in a Project Planning Environment.
Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

On the Complexity of Plan Adaptation by Derivational Analogy in a Universal Classical Planning Framework.
Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

Planning in a multi-agent environment: theory and practice.
Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002

CaMeL: Learning Method Preconditions for HTN Planning.
Proceedings of the Sixth International Conference on Artificial Intelligence Planning Systems, 2002

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

Introduction: Interactive Case-Based Reasoning.
Appl. Intell., 2001

Conversational Case-Based Reasoning.
Appl. Intell., 2001

The Shop Planning System.
AI Mag., 2001

Total-Order Planning with Partially Ordered Subtasks.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

SiN: Integrating Case-based Reasoning with Task Decomposition.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

Bridging the Lesson Distribution Gap.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

2000
Reports on the AAAI 1999 Workshop Program.
AI Mag., 2000

An Intelligent Lessons Learned Process.
Proceedings of the Foundations of Intelligent Systems, 12th International Symposium, 2000

Active Delivery for Lessons Learned Systems.
Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000

Integrating Conversational Case Retrieval with generative Planning.
Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000

IMPACTing SHOP: Planning in a Multi-agent Environment.
Proceedings of the CL-2000 Workshop on Computational Logic in Multi-Agent Systems (CLIMA-00), 2000

1999
SHOP: Simple Hierarchical Ordered Planner.
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999

Using Guidelines to Constrain Interactive Case-Based HTN Planning.
Proceedings of the Case-Based Reasoning and Development, Third International Conference, 1999

A Case Retention Policy Based on Detrimental Retrieval.
Proceedings of the Case-Based Reasoning and Development, Third International Conference, 1999

HICAP: An Interactive Case-Based Planning Architecture and its Application to Noncombatant Evacuation Operations.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

1998
CBR Applied to Planning.
Proceedings of the Case-Based Reasoning Technology, From Foundations to Applications, 1998

Integrating twofold case retrieval and complete decision replay in CAPlan/CBC.
PhD thesis, 1998

1997
On the Relation between the Context of a Feature and the Domain Theory in Case-Based Planning.
Proceedings of the Case-Based Reasoning Research and Development, 1997

A Case Study on the Mergeability of Cases with a Partial-Order Planner.
Proceedings of the Recent Advances in AI Planning, 4th European Conference on Planning, 1997

1996
Fallbasiertes Planen: ausgewählte Methoden und Systeme.
Künstliche Intell., 1996

Case-Based Planning: Selected Methods and Systems.
AI Commun., 1996

Feature Weighting by Explaining Case-Based Planning Episodes.
Proceedings of the Advances in Case-Based Reasoning, Third European Workshop, 1996

Planning for Manufacturing Workpieces by Storing, Indexing and Replaying Planning Decisions.
Proceedings of the Third International Conference on Artificial Intelligence Planning Systems, 1996

1995
Retrieving Cases in Structured Domains by Using Goal Dependencies.
Proceedings of the Case-Based Reasoning Research and Development, 1995


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