Matthew Molineaux

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 12

Top Topics

Multi Objective Particle Swarm Optimization

Deception Detection

Causal Knowledge

Top Venues

AAAI Spring Symposia

FLAIRS Conference

Publications

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
Counterfactual-Based Synthetic Case Generation. ICCBR (2024)
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
Aligning to Human Decision-Makers in Military Medical Triage. ICCBR (2024)
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
Algorithmic Decision-Making in Difficult Scenarios. AAAI Spring Symposia (2024)
Matthew Molineaux, Dustin Dannenhauer, Eric Kildebeck
A Framework for Characterizing Novel Environment Transformations in General Environments. CoRR (2023)
Dustin Dannenhauer, Matthew Molineaux, Michael W. Floyd, Noah Reifsnyder, David W. Aha
Self-directed Learning of Action Models using Exploratory Planning. CoRR (2022)
Venkatsampath Raja Gogineni, Sravya Kondrakunta, Matthew Molineaux, Michael T. Cox
Case-Based Explanations and Goal Specific Resource Estimations. FLAIRS Conference (2020)
Venkatsampath Raja Gogineni, Sravya Kondrakunta, Danielle Brown, Matthew Molineaux, Michael T. Cox
Probabilistic Selection of Case-Based Explanations in an Underwater Mine Clearance Domain. ICCBR (2019)
Matthew Molineaux, Dustin Dannenhauer, David W. Aha
Towards Explainable NPCs: A Relational Exploration Learning Agent. AAAI Workshops (2018)
Christine Task, Mark A. Wilson, Matthew Molineaux, David W. Aha
Investigating the solution space for online iterative explanation in goal reasoning agents. AI Commun. 31 (2) (2018)
Matthew Molineaux, Michael W. Floyd, Dustin Dannenhauer, David W. Aha
Human-Agent Teaming as a Common Problem for Goal Reasoning. AAAI Spring Symposia (2018)
Will Hancock, Michael W. Floyd, Matthew Molineaux, David W. Aha
Towards Deception Detection in a Language-Driven Game. FLAIRS Conference (2017)
Kellen Gillespie, Michael W. Floyd, Matthew Molineaux, Swaroop Vattam, David W. Aha
Semantic Classification of Utterances in a Language-Driven Game. CGW@IJCAI (2016)
Joseph Kann, Matthew Molineaux, Bryan Auslander
Case Based Disruption Monitoring. ICCBR (Workshops) (2015)
Matthew Molineaux, David W. Aha
Learning Unknown Event Models. AAAI (2014)
Matthew Klenk, Matthew Molineaux, David W. Aha
Goal-Driven Autonomy for Responding to Unexpected Events in Strategy Simulations. Comput. Intell. 29 (2) (2013)
Mark A. Wilson, Matthew Molineaux, David W. Aha
Domain-Independent Heuristics for Goal Formulation. FLAIRS Conference (2013)
Matthew Molineaux, Ugur Kuter, Matthew Klenk
DiscoverHistory: understanding the past in planning and execution. AAMAS (2012)
Matthew Molineaux, David W. Aha, Ugur Kuter
Learning Event Models that Explain Anomalies. ExaCt (2011)
Jay Powell, Matthew Molineaux, David W. Aha
Active and Interactive Discovery of Goal Selection Knowledge. FLAIRS Conference (2011)
Matthew Klenk, David W. Aha, Matthew Molineaux
The Case for Case-Based Transfer Learning. AI Mag. 32 (1) (2011)
Matthew Molineaux, Ugur Kuter, Matthew Klenk
What Just Happened? Explaining the Past in Planning and Execution. ExaCt (2011)
Matthew Molineaux, Matthew Klenk, David W. Aha
Goal-Driven Autonomy in a Navy Strategy Simulation. AAAI (2010)
Matthew Molineaux, Matthew Klenk, David W. Aha
Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects. AAAI (2010)
Hector Muñoz-Avila, David W. Aha, Ulit Jaidee, Matthew Klenk, Matthew Molineaux
Applying Goal Driven Autonomy to a Team Shooter Game. FLAIRS Conference (2010)
David W. Aha, Matthew Molineaux, Gita Sukthankar
Case-Based Reasoning in Transfer Learning. ICCBR (2009)
Matthew Molineaux, David W. Aha, Gita Sukthankar
Beating the Defense: Using Plan Recognition to Inform Learning Agents. FLAIRS Conference (2009)
Nan Li, David J. Stracuzzi, Gary Cleveland, Tolga Könik, Daniel G. Shapiro, Matthew Molineaux, David W. Aha, Kamal Ali
Constructing Game Agents from Video of Human Behavior. AIIDE (2009)
Kennard R. Laviers, Gita Sukthankar, David W. Aha, Matthew Molineaux
Improving Offensive Performance Through Opponent Modeling. AIIDE (2009)
Matthew Molineaux, David W. Aha, Philip Moore
Learning Continuous Action Models in a Real-Time Strategy Environment. FLAIRS Conference (2008)
David W. Aha, Matthew Molineaux, Philip Moore
A Testbed for Evaluating AI Research Systems in Commercial Games. AIIDE (2006)
Matthew Molineaux, David W. Aha
TIELT: A Testbed for Gaming Environments. AAAI (2005)
Keith Needels, Matthew Molineaux, David W. Aha
Evaluating Case-Based Systems in Virtual Games. ICCBR Workshops (2005)
David W. Aha, Matthew Molineaux, Marc J. V. Ponsen
Learning to Win: Case-Based Plan Selection in a Real-Time Strategy Game. ICCBR (2005)