Matthew Molineaux

According to our database, Matthew Molineaux authored at least 30 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

A Framework for Characterizing Novel Environment Transformations in General Environments.

Matthew Molineaux, Dustin Dannenhauer, Eric Kildebeck

CoRR, 2023

2022

Self-directed Learning of Action Models using Exploratory Planning.

Dustin Dannenhauer, Matthew Molineaux, Michael W. Floyd, Noah Reifsnyder, David W. Aha

CoRR, 2022

2020

Case-Based Explanations and Goal Specific Resource Estimations.

Venkatsampath Raja Gogineni, Sravya Kondrakunta, Matthew Molineaux, Michael T. Cox

Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

2019

Probabilistic Selection of Case-Based Explanations in an Underwater Mine Clearance Domain.

Venkatsampath Raja Gogineni, Sravya Kondrakunta, Danielle Brown, Matthew Molineaux, Michael T. Cox

Proceedings of the Case-Based Reasoning Research and Development, 2019

2018

Investigating the solution space for online iterative explanation in goal reasoning agents.

Christine Task, Mark A. Wilson, Matthew Molineaux, David W. Aha

AI Commun., 2018

Human-Agent Teaming as a Common Problem for Goal Reasoning.

Matthew Molineaux, Michael W. Floyd, Dustin Dannenhauer, David W. Aha

Proceedings of the 2018 AAAI Spring Symposia, 2018

Towards Explainable NPCs: A Relational Exploration Learning Agent.

Matthew Molineaux, Dustin Dannenhauer, David W. Aha

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Towards Deception Detection in a Language-Driven Game.

Will Hancock, Michael W. Floyd, Matthew Molineaux, David W. Aha

Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

2016

Semantic Classification of Utterances in a Language-Driven Game.

Kellen Gillespie, Michael W. Floyd, Matthew Molineaux, Swaroop Vattam, David W. Aha

Proceedings of the Computer Games - 5th Workshop on Computer Games, 2016

2015

Case Based Disruption Monitoring.

Joseph Kann, Matthew Molineaux, Bryan Auslander

Proceedings of the Workshop Proceedings from The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015), 2015

2014

Learning Unknown Event Models.

Matthew Molineaux, David W. Aha

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Goal-Driven Autonomy for Responding to Unexpected Events in Strategy Simulations.

Matthew Klenk, Matthew Molineaux, David W. Aha

Comput. Intell., 2013

Domain-Independent Heuristics for Goal Formulation.

Mark A. Wilson, Matthew Molineaux, David W. Aha

Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

2012

DiscoverHistory: understanding the past in planning and execution.

Matthew Molineaux, Ugur Kuter, Matthew Klenk

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011

The Case for Case-Based Transfer Learning.

Matthew Klenk, David W. Aha, Matthew Molineaux

AI Mag., 2011

Active and Interactive Discovery of Goal Selection Knowledge.

Jay Powell, Matthew Molineaux, David W. Aha

Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

What Just Happened? Explaining the Past in Planning and Execution.

Matthew Molineaux, Ugur Kuter, Matthew Klenk

Proceedings of the Explanation-aware Computing, 2011

Learning Event Models that Explain Anomalies.

Matthew Molineaux, David W. Aha, Ugur Kuter

Proceedings of the Explanation-aware Computing, 2011

2010

Applying Goal Driven Autonomy to a Team Shooter Game.

Hector Muñoz-Avila, David W. Aha, Ulit Jaidee, Matthew Klenk, Matthew Molineaux

Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

Goal-Driven Autonomy in a Navy Strategy Simulation.

Matthew Molineaux, Matthew Klenk, David W. Aha

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects.

Matthew Molineaux, Matthew Klenk, David W. Aha

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Case-Based Reasoning in Transfer Learning.

David W. Aha, Matthew Molineaux, Gita Sukthankar

Proceedings of the Case-Based Reasoning Research and Development, 2009

Beating the Defense: Using Plan Recognition to Inform Learning Agents.

Matthew Molineaux, David W. Aha, Gita Sukthankar

Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

Constructing Game Agents from Video of Human Behavior.

Nan Li, David J. Stracuzzi, Gary Cleveland, Tolga Könik, Daniel G. Shapiro, Matthew Molineaux, David W. Aha, Kamal Ali

Proceedings of the Fifth Artificial Intelligence and Interactive Digital Entertainment Conference, 2009

Improving Offensive Performance Through Opponent Modeling.

Kennard R. Laviers, Gita Sukthankar, David W. Aha, Matthew Molineaux

Proceedings of the Fifth Artificial Intelligence and Interactive Digital Entertainment Conference, 2009

2008

Learning Continuous Action Models in a Real-Time Strategy Environment.

Matthew Molineaux, David W. Aha, Philip Moore

Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

2006

A Testbed for Evaluating AI Research Systems in Commercial Games.

David W. Aha, Matthew Molineaux, Philip Moore

Proceedings of the Second Artificial Intelligence and Interactive Digital Entertainment Conference, 2006

2005

Evaluating Case-Based Systems in Virtual Games.

Keith Needels, Matthew Molineaux, David W. Aha

Proceedings of the 6th International Conference on Case-Based Reasoning, 2005

Learning to Win: Case-Based Plan Selection in a Real-Time Strategy Game.

David W. Aha, Matthew Molineaux, Marc J. V. Ponsen

Proceedings of the Case-Based Reasoning, 2005

TIELT: A Testbed for Gaming Environments.

Matthew Molineaux, David W. Aha

Proceedings of the Proceedings, 2005