Matthew Molineaux

658 total citations
25 papers, 265 citations indexed

About

Matthew Molineaux is a scholar working on Artificial Intelligence, Economics and Econometrics and Information Systems. According to data from OpenAlex, Matthew Molineaux has authored 25 papers receiving a total of 265 indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Artificial Intelligence, 5 papers in Economics and Econometrics and 3 papers in Information Systems. Recurrent topics in Matthew Molineaux's work include AI-based Problem Solving and Planning (17 papers), Multi-Agent Systems and Negotiation (8 papers) and Artificial Intelligence in Games (7 papers). Matthew Molineaux is often cited by papers focused on AI-based Problem Solving and Planning (17 papers), Multi-Agent Systems and Negotiation (8 papers) and Artificial Intelligence in Games (7 papers). Matthew Molineaux collaborates with scholars based in United States and Canada. Matthew Molineaux's co-authors include David W. Aha, Matthew Klenk, Gita Sukthankar, Swaroop Vattam, Philip Moore, Mark A. Wilson, Ugur Kuter, Michael W. Floyd, Mark Roberts and Héctor Muñoz‐Avila and has published in prestigious journals such as Journal of International Crisis and Risk Communication Research, National Conference on Artificial Intelligence and Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment.

In The Last Decade

Matthew Molineaux

24 papers receiving 229 citations

Peers

Matthew Molineaux
Ian Frank Japan
Emilio Parisotto United States
Stephen Lee-Urban United States
Chris Martens United States
Andy Nealen United States
Burcu Can Türkiye
Ian Frank Japan
Matthew Molineaux
Citations per year, relative to Matthew Molineaux Matthew Molineaux (= 1×) peers Ian Frank

Countries citing papers authored by Matthew Molineaux

Since Specialization
Citations

This map shows the geographic impact of Matthew Molineaux's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Matthew Molineaux with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Matthew Molineaux more than expected).

Fields of papers citing papers by Matthew Molineaux

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Matthew Molineaux. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Matthew Molineaux. The network helps show where Matthew Molineaux may publish in the future.

Co-authorship network of co-authors of Matthew Molineaux

This figure shows the co-authorship network connecting the top 25 collaborators of Matthew Molineaux. A scholar is included among the top collaborators of Matthew Molineaux based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Matthew Molineaux. Matthew Molineaux is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Floyd, Michael, et al.. (2024). Algorithmic Decision-Making in Difficult Scenarios. Proceedings of the AAAI Symposium Series. 3(1). 583–585.
2.
Molineaux, Matthew, et al.. (2018). Towards Explainable NPCs: A Relational Exploration Learning Agent.. National Conference on Artificial Intelligence. 565–569. 5 indexed citations
3.
Floyd, Michael W., et al.. (2017). Towards Deception Detection in a Language-Driven Game.. The Florida AI Research Society. 388–393. 3 indexed citations
4.
Molineaux, Matthew, et al.. (2015). Minimally disruptive schedule repair for MCM missions. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 9454. 945404–945404. 2 indexed citations
5.
Roberts, Mark, Swaroop Vattam, Matthew Molineaux, et al.. (2014). Iterative Goal Refinement for Robotics. 9 indexed citations
6.
Wilson, Mark A., Matthew Molineaux, & David W. Aha. (2013). Domain-Independent Heuristics for Goal Formulation. 12 indexed citations
7.
Vattam, Swaroop, Matthew Klenk, Matthew Molineaux, & David W. Aha. (2013). Breadth of Approaches to Goal Reasoning: A Research Survey. 21 indexed citations
8.
Molineaux, Matthew, Ugur Kuter, & Matthew Klenk. (2012). DiscoverHistory: understanding the past in planning and execution. Adaptive Agents and Multi-Agents Systems. 989–996. 5 indexed citations
9.
Molineaux, Matthew, et al.. (2011). Active and Interactive Discovery of Goal Selection Knowledge. The Florida AI Research Society. 6 indexed citations
10.
Molineaux, Matthew, Ugur Kuter, & Matthew Klenk. (2011). What Just Happened? Explaining the Past in Planning and Execution.. 31–40. 4 indexed citations
11.
Muñoz‐Avila, Héctor, et al.. (2010). Applying Goal Driven Autonomy to a Team Shooter Game. The Florida AI Research Society. 7 indexed citations
12.
Molineaux, Matthew, Matthew Klenk, & David W. Aha. (2010). Goal-Driven Autonomy in a Navy Strategy Simulation. Proceedings of the AAAI Conference on Artificial Intelligence. 24(1). 1548–1554. 54 indexed citations
13.
Molineaux, Matthew, David W. Aha, & Gita Sukthankar. (2009). Beating the Defense: Using Plan Recognition to Inform Learning Agents. Journal of International Crisis and Risk Communication Research. 17 indexed citations
14.
Sukthankar, Gita, et al.. (2009). Improving Offensive Performance Through Opponent Modeling. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. 5(1). 58–63. 37 indexed citations
15.
Li, Nan, Pat Langley, Dan Shapiro, et al.. (2009). Learning Hierarchical Skills for Game Agents from Video of Human Behavior. 1 indexed citations
16.
Li, Nan, et al.. (2009). Constructing Game Agents from Video of Human Behavior. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. 5(1). 64–69. 9 indexed citations
17.
Sukthankar, Gita, et al.. (2009). Opponent Modeling and Spatial Similarity to Retrieve and Reuse Superior Plays. 2 indexed citations
18.
Molineaux, Matthew, David W. Aha, & Philip Moore. (2008). Learning Continuous Action Models in a Real-Time Strategy Environment. The Florida AI Research Society. 257–262. 15 indexed citations
19.
Molineaux, Matthew & David W. Aha. (2005). TIELT: a testbed for gaming environments. 1690–1691. 8 indexed citations
20.
Aha, David W. & Matthew Molineaux. (2004). Integrating Learning in Interactive Gaming Simulators. 11 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Rankless by CCL
2026