Matthew Klenk

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 22

Top Topics

Unexpected Events

Transportation Networks

Top Venues

J. Artif. Intell. Res.

Publications

Wiktor Piotrowski, Roni Stern, Yoni Sher, Jacob Le, Matthew Klenk, Johan de Kleer, Shiwali Mohan
Learning to Operate in Open Worlds by Adapting Planning Models. AAMAS (2023)
Matthew Klenk, Matthew Hong, Shabnam Hakimi, Charlene C. Wu
Anticipatory thinking in design. AI Mag. 44 (2) (2023)
Francine Chen, Matthew K. Hong, Laurent Denoue, Kate Glazko, Emily Sarah Sumner, Yan-Ying Chen, Matthew Klenk
CodeML: A Machine Learning-Assisted User Interface for Code Identification and Labeling. CHI Extended Abstracts (2023)
Matthew K. Hong, Shabnam Hakimi, Yan-Ying Chen, Heishiro Toyoda, Charlene Wu, Matthew Klenk
Generative AI for Product Design: Getting the Right Design and the Design Right. CoRR (2023)
Zoie Zhao, Sophie Song, Bridget Duah, Jamie Macbeth, Scott A. Carter, Monica P. Van, Nayeli Suseth Bravo, Matthew Klenk, Kate Sick, Alexandre L. S. Filipowicz
More human than human: LLM-generated narratives outperform human-LLM interleaved narratives. Creativity & Cognition (2023)
Wiktor Piotrowski, Roni Stern, Yoni Sher, Jacob Le, Matthew Klenk, Johan de Kleer, Shiwali Mohan
Learning to Operate in Open Worlds by Adapting Planning Models. CoRR (2023)
Alice Cai, Steven R. Rick, Jennifer L. Heyman, Yanxia Zhang, Alexandre L. S. Filipowicz, Matthew Hong, Matthew Klenk, Thomas Malone
DesignAID: Using Generative AI and Semantic Diversity for Design Inspiration. CI (2023)
Shiwali Mohan, Matthew Klenk
Analogical Concept Memory for Architectures Implementing the Common Model of Cognition. CoRR (2022)
Preeti Ramaraj, Charles L. Ortiz Jr., Matthew Klenk, Shiwali Mohan
Unpacking Human Teachers' Intentions For Natural Interactive Task Learning. CoRR (2021)
Totte Harinen, Alexandre Filipowicz, Shabnam Hakimi, Rumen Iliev, Matthew Klenk, Emily Sumner
Machine learning reveals how personalized climate communication can both succeed and backfire. CoRR (2021)
Wiktor Piotrowski, Roni Stern, Matthew Klenk, Alexandre Perez, Shiwali Mohan, Johan de Kleer, Jacob Le
Playing Angry Birds with a Domain-Independent PDDL+ Planner. CoRR (2021)
Shiwali Mohan, Matthew Klenk, Matthew Shreve, Kent Evans, Aaron Ang, John Maxwell III
Characterizing an Analogical Concept Memory for Newellian Cognitive Architectures. CoRR (2020)
Shiwali Mohan, Frances Yan, Victoria Bellotti, Ahmed Elbery, Hesham Rakha, Matthew Klenk
On Influencing Individual Behavior for Reducing Transportation Energy Expenditure in a Large Population. AIES (2019)
Shiwali Mohan, Hesham Rakha, Matthew Klenk
Acceptable Planning: Influencing Individual Behavior to Reduce Transportation Energy Expenditure of a City. CoRR (2019)
Xudong Liu, Christian Fritz, Matthew Klenk
An Extensible and Personalizable Multi-Modal Trip Planner. CoRR (2019)
Shiwali Mohan, Hesham Rakha, Matthew Klenk
Acceptable Planning: Influencing Individual Behavior to Reduce Transportation Energy Expenditure of a City. J. Artif. Intell. Res. 66 (2019)
Xudong Liu, Christian Fritz, Matthew Klenk
An Extensible and Personalizable Multi-Modal Trip Planner. FLAIRS Conference (2019)
Shiwali Mohan, Matthew Klenk, Victoria Bellotti
Exploring How to Personalize Travel Mode Recommendations For Urban Transportation. IUI Workshops (2019)
Ahmed Elbery, Filip Dvorak, Jianhe Du, Hesham A. Rakha, Matthew Klenk
Large-scale Agent-based Multi-modal Modeling of Transportation Networks - System Model and Preliminary Results. VEHITS (2018)
Ahmed Elbery, Youssef Bichiou, Hesham A. Rakha, Jianhe Du, Filip Dvorak, Matthew Klenk
City-Level Agent-Based Multi-modal Modeling of Transportation Networks: Model Development and Preliminary Testing. SMARTGREENS/VEHITS (Selected Papers) (2018)
Johan de Kleer, Matthew Klenk, Alexander Feldman
Diagnosing Alternative Facts. DX (2017)
Marzieh Nabi, Adam Arvay, Matthew Klenk, Gaurang Gavai, Daniel G. Bobrow, Johan de Kleer
Position Article on Integrating Data and Model to Understand Disease Interactions. ICHI (2017)
Matthew Klenk, Matthew Molineaux, David W. Aha
Goal-Driven Autonomy for Responding to Unexpected Events in Strategy Simulations. Comput. Intell. 29 (2) (2013)
Matthew Klenk, Kenneth D. Forbus
Exploiting persistent mappings in cross-domain analogical learning of physical domains. Artif. Intell. 195 (2013)
Matthew Molineaux, Ugur Kuter, Matthew Klenk
DiscoverHistory: understanding the past in planning and execution. AAMAS (2012)
Nick Hawes, Matthew Klenk, Kate Lockwood, Graham S. Horn, John D. Kelleher
Towards a Cognitive System that Can Recognize Spatial Regions Based on Context. AAAI (2012)
Matthew Klenk, Kenneth D. Forbus, Emmett Tomai, Hyeonkyeong Kim
Using analogical model formulation with sketches to solve Bennett Mechanical Comprehension Test problems. J. Exp. Theor. Artif. Intell. 23 (3) (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 Klenk, Nick Hawes, Kate Lockwood
Representing and Reasoning About Spatial Regions Defined by Context. AAAI Fall Symposium: Advances in Cognitive Systems (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)
Matthew Klenk, Kenneth D. Forbus
Analogical model formulation for transfer learning in AP Physics. Artif. Intell. 173 (18) (2009)
Kenneth D. Forbus, Matthew Klenk, Thomas R. Hinrichs
Companion Cognitive Systems: Design Goals and Lessons Learned So Far. IEEE Intell. Syst. 24 (4) (2009)
Matthew Klenk
Transfer as a Benchmark for Multi-Representational Architectures. AAAI Fall Symposium: Multi-Representational Architectures for Human-Level Intelligence (2009)
Matthew Klenk, Kenneth D. Forbus
Domain transfer via cross-domain analogy. Cogn. Syst. Res. 10 (3) (2009)
Kenneth D. Forbus, Matthew Klenk, Tom Hinrichs
Companion Cognitive Systems: Design Goals and Some Lessons Learned. AAAI Fall Symposium: Naturally-Inspired Artificial Intelligence (2008)
Morteza Dehghani, Emmett Tomai, Kenneth D. Forbus, Matthew Klenk
An Integrated Reasoning Approach to Moral Decision-Making. AAAI (2008)
Matthew Klenk, Kenneth D. Forbus
Measuring the Level of Transfer Learning by an AP Physics Problem-Solver. AAAI (2007)
Matthew Klenk, Kenneth D. Forbus, Emmett Tomai, Hyeonkyeong Kim, Brian Kyckelhahn
Solving Everyday Physical Reasoning Problems by Analogy Using Sketches. AAAI (2005)
Kenneth D. Forbus, Kate Lockwood, Matthew Klenk, Emmett Tomai, Jeffrey M. Usher
Open-Domain Sketch Understanding: The nuSketch Approach. AAAI Technical Report (6) (2004)