TIELT: A Testbed for Gaming Environments. - Matthew Molineaux; David W. Aha (AAAI, 2005)

Learning to Win: Case-Based Plan Selection in a Real-Time Strategy Game. - David W. Aha; Matthew Molineaux; Marc J. V. Ponsen (ICCBR, 2005)

Evaluating Case-Based Systems in Virtual Games. - Keith Needels; Matthew Molineaux; David W. Aha (ICCBR Workshops, 2005)

A Testbed for Evaluating AI Research Systems in Commercial Games. - David W. Aha; Matthew Molineaux; Philip Moore 002 (AIIDE, 2006)

Learning Continuous Action Models in a Real-Time Strategy Environment. - Matthew Molineaux; David W. Aha; Philip Moore 002 (FLAIRS, 2008)

Improving Offensive Performance Through Opponent Modeling. - Kennard R. Laviers; Gita Sukthankar; David W. Aha; Matthew Molineaux (AIIDE, 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 (AIIDE, 2009)

Beating the Defense: Using Plan Recognition to Inform Learning Agents. - Matthew Molineaux; David W. Aha; Gita Sukthankar (FLAIRS, 2009)

Case-Based Reasoning in Transfer Learning. - David W. Aha; Matthew Molineaux; Gita Sukthankar (ICCBR, 2009)

Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects. - Matthew Molineaux; Matthew Klenk 001; David W. Aha (AAAI, 2010)

Goal-Driven Autonomy in a Navy Strategy Simulation. - Matthew Molineaux; Matthew Klenk 001; David W. Aha (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)

Learning Event Models that Explain Anomalies. - Matthew Molineaux; David W. Aha; Ugur Kuter (ExaCt, 2011)

What Just Happened? Explaining the Past in Planning and Execution. - Matthew Molineaux; Ugur Kuter; Matthew Klenk 001 (ExaCt, 2011)

Active and Interactive Discovery of Goal Selection Knowledge. - Jay H. Powell; Matthew Molineaux; David W. Aha (FLAIRS, 2011)

The Case for Case-Based Transfer Learning. - Matthew Klenk 001; David W. Aha; Matthew Molineaux (AI Mag., 2011)

DiscoverHistory: understanding the past in planning and execution. - Matthew Molineaux; Ugur Kuter; Matthew Klenk 001 (AAMAS, 2012)

Domain-Independent Heuristics for Goal Formulation. - Mark A. Wilson; Matthew Molineaux; David W. Aha (FLAIRS, 2013)

Goal-Driven Autonomy for Responding to Unexpected Events in Strategy Simulations. - Matthew Klenk 001; Matthew Molineaux; David W. Aha (Comput. Intell., 2013)

Learning Unknown Event Models. - Matthew Molineaux; David W. Aha (AAAI, 2014)

Case Based Disruption Monitoring. - Joseph Kann; Matthew Molineaux; Bryan Auslander (ICCBR (Workshops), 2015)

Semantic Classification of Utterances in a Language-Driven Game. - Kellen Gillespie; Michael W. Floyd; Matthew Molineaux; Swaroop Vattam; David W. Aha (CGW@IJCAI, 2016)

Towards Deception Detection in a Language-Driven Game. - Will Hancock; Michael W. Floyd; Matthew Molineaux; David W. Aha (FLAIRS, 2017)

Towards Explainable NPCs: A Relational Exploration Learning Agent. - Matthew Molineaux; Dustin Dannenhauer; David W. Aha (AAAI Workshops, 2018)

Human-Agent Teaming as a Common Problem for Goal Reasoning. - Matthew Molineaux; Michael W. Floyd; Dustin Dannenhauer; David W. Aha (AAAI Spring Symposia, 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)

Probabilistic Selection of Case-Based Explanations in an Underwater Mine Clearance Domain. - Venkatsampath Raja Gogineni; Sravya Kondrakunta; Danielle Brown; Matthew Molineaux; Michael T. Cox (ICCBR, 2019)

Case-Based Explanations and Goal Specific Resource Estimations. - Venkatsampath Raja Gogineni; Sravya Kondrakunta; Matthew Molineaux; Michael T. Cox (FLAIRS, 2020)

Self-directed Learning of Action Models using Exploratory Planning. - Dustin Dannenhauer; Matthew Molineaux; Michael W. Floyd; Noah Reifsnyder; David W. Aha (CoRR, 2022)

A Framework for Characterizing Novel Environment Transformations in General Environments. - Matthew Molineaux; Dustin Dannenhauer; Eric J. Kildebeck (CoRR, 2023)

Algorithmic Decision-Making in Difficult Scenarios. - Christopher B. Rauch; Ursula Addison; Michael W. Floyd; Prateek Goel; Justin Karneeb; Ray Kulhanek; Othalia Larue; David H. Ménager; Mallika Mainali; Matthew Molineaux; Adam Pease; Anik Sen; et al. (AAAI Spring Symposia, 2024)

Aligning to Human Decision-Makers in Military Medical Triage. - Matthew Molineaux; Rosina O. Weber; Michael W. Floyd; David H. Ménager; Othalia Larue; Ursula Addison; Ray Kulhanek; Noah Reifsnyder; Christopher B. Rauch; Mallika Mainali; Anik Sen; Prateek Goel; et al. (ICCBR, 2024)

Counterfactual-Based Synthetic Case Generation. - Anik Sen; Mallika Mainali; Christopher B. Rauch; Ursula Addison; Michael W. Floyd; Prateek Goel; Justin Karneeb; Ray Kulhanek; Othalia Larue; David H. Ménager; Matthew Molineaux; J. T. Turner; et al. (ICCBR, 2024)