Matthew Molineaux

36 papers A* 4A 1C 5Misc 7Journal 6Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Classical AI vs. LLMs for Decision-Maker Alignment in Health Insurance Choices. CoRR Mallika Mainali, Harsha Sureshbabu, Anik Sen, Christopher B. Rauch, Noah D. Reifsnyder, John Meyer, J. T. Turner, Michael W. Floyd, Matthew Molineaux, Rosina O. Weber
2025	—	`conf`	Decision-Maker Alignment: Benchmark Datasets. CAI Anik Sen, Rosina O. Weber, Christopher B. Rauch, Mallika Mainali, J. T. Turner, John Meyer, Michael W. Floyd, Matthew Molineaux
2025	—	`conf`	Role-Based Ethics for Decision-Maker Alignment. CAI Christopher B. Rauch, Matthew Molineaux, Mallika Mainali, Anik Sen, Michael W. Floyd, Rosina O. Weber
2024	—	`conf`	Algorithmic Decision-Making in Difficult Scenarios. AAAI Spring Symposia 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, J. T. Turner, Rosina Weber
2024	C	`conf`	Aligning to Human Decision-Makers in Military Medical Triage. ICCBR 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, Justin Karneeb, J. T. Turner, John Meyer
2024	C	`conf`	Counterfactual-Based Synthetic Case Generation. ICCBR 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, Rosina O. Weber
2023	J	`jnl`	A Framework for Characterizing Novel Environment Transformations in General Environments. CoRR Matthew Molineaux, Dustin Dannenhauer, Eric J. Kildebeck
2022	J	`jnl`	Self-directed Learning of Action Models using Exploratory Planning. CoRR Dustin Dannenhauer, Matthew Molineaux, Michael W. Floyd, Noah Reifsnyder, David W. Aha
2020	Misc	`conf`	Case-Based Explanations and Goal Specific Resource Estimations. FLAIRS Venkatsampath Raja Gogineni, Sravya Kondrakunta, Matthew Molineaux, Michael T. Cox
2019	C	`conf`	Probabilistic Selection of Case-Based Explanations in an Underwater Mine Clearance Domain. ICCBR Venkatsampath Raja Gogineni, Sravya Kondrakunta, Danielle Brown, Matthew Molineaux, Michael T. Cox
2018	—	`conf`	Human-Agent Teaming as a Common Problem for Goal Reasoning. AAAI Spring Symposia Matthew Molineaux, Michael W. Floyd, Dustin Dannenhauer, David W. Aha
2018	J	`jnl`	Investigating the solution space for online iterative explanation in goal reasoning agents. AI Commun. Christine Task, Mark A. Wilson, Matthew Molineaux, David W. Aha
2018	—	`conf`	Towards Explainable NPCs: A Relational Exploration Learning Agent. AAAI Workshops Matthew Molineaux, Dustin Dannenhauer, David W. Aha
2017	Misc	`conf`	Towards Deception Detection in a Language-Driven Game. FLAIRS Will Hancock, Michael W. Floyd, Matthew Molineaux, David W. Aha
2016	—	`conf`	Semantic Classification of Utterances in a Language-Driven Game. CGW@IJCAI Kellen Gillespie, Michael W. Floyd, Matthew Molineaux, Swaroop Vattam, David W. Aha
2015	—	`conf`	Case Based Disruption Monitoring. ICCBR (Workshops) Joseph Kann, Matthew Molineaux, Bryan Auslander
2014	A*	`conf`	Learning Unknown Event Models. AAAI Matthew Molineaux, David W. Aha
2013	Misc	`conf`	Domain-Independent Heuristics for Goal Formulation. FLAIRS Mark A. Wilson, Matthew Molineaux, David W. Aha
2013	J	`jnl`	Goal-Driven Autonomy for Responding to Unexpected Events in Strategy Simulations. Comput. Intell. Matthew Klenk, Matthew Molineaux, David W. Aha
2012	A	`conf`	DiscoverHistory: understanding the past in planning and execution. AAMAS Matthew Molineaux, Ugur Kuter, Matthew Klenk
2011	Misc	`conf`	Active and Interactive Discovery of Goal Selection Knowledge. FLAIRS Jay H. Powell, Matthew Molineaux, David W. Aha
2011	—	`conf`	Learning Event Models that Explain Anomalies. ExaCt Matthew Molineaux, David W. Aha, Ugur Kuter
2011	J	`jnl`	The Case for Case-Based Transfer Learning. AI Mag. Matthew Klenk, David W. Aha, Matthew Molineaux
2011	—	`conf`	What Just Happened? Explaining the Past in Planning and Execution. ExaCt Matthew Molineaux, Ugur Kuter, Matthew Klenk
2010	Misc	`conf`	Applying Goal Driven Autonomy to a Team Shooter Game. FLAIRS Hector Muñoz-Avila, David W. Aha, Ulit Jaidee, Matthew Klenk, Matthew Molineaux
2010	A*	`conf`	Goal-Driven Autonomy in a Navy Strategy Simulation. AAAI Matthew Molineaux, Matthew Klenk, David W. Aha
2010	A*	`conf`	Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects. AAAI Matthew Molineaux, Matthew Klenk, David W. Aha
2009	Misc	`conf`	Beating the Defense: Using Plan Recognition to Inform Learning Agents. FLAIRS Matthew Molineaux, David W. Aha, Gita Sukthankar
2009	C	`conf`	Case-Based Reasoning in Transfer Learning. ICCBR David W. Aha, Matthew Molineaux, Gita Sukthankar
2009	—	`conf`	Constructing Game Agents from Video of Human Behavior. AIIDE Nan Li, David J. Stracuzzi, Gary Cleveland, Tolga Könik, Daniel G. Shapiro, Matthew Molineaux, David W. Aha, Kamal Ali
2009	—	`conf`	Improving Offensive Performance Through Opponent Modeling. AIIDE Kennard R. Laviers, Gita Sukthankar, David W. Aha, Matthew Molineaux
2008	Misc	`conf`	Learning Continuous Action Models in a Real-Time Strategy Environment. FLAIRS Matthew Molineaux, David W. Aha, Philip Moore
2006	—	`conf`	A Testbed for Evaluating AI Research Systems in Commercial Games. AIIDE David W. Aha, Matthew Molineaux, Philip Moore
2005	—	`conf`	Evaluating Case-Based Systems in Virtual Games. ICCBR Workshops Keith Needels, Matthew Molineaux, David W. Aha
2005	C	`conf`	Learning to Win: Case-Based Plan Selection in a Real-Time Strategy Game. ICCBR David W. Aha, Matthew Molineaux, Marc J. V. Ponsen
2005	A*	`conf`	TIELT: A Testbed for Gaming Environments. AAAI Matthew Molineaux, David W. Aha