Gerald DeJong

Publication Activity (10 Years)

Years Active: 1977-2017
Publications (10 Years): 1

Top Topics

Data Sets From Uci

Evaluation Model

Active Learning

Complex Problem Solving

Top Venues

ACM Trans. Intell. Syst. Technol.

Publications

Zhi Chen, Zhangxiaowen Gong, Justin Josef Szaday, David C. Wong, David A. Padua, Alexandru Nicolau, Alexander V. Veidenbaum, Neftali Watkinson, Zehra Sura, Saeed Maleki, Josep Torrellas, Gerald DeJong
LORE: A loop repository for the evaluation of compilers. IISWC (2017)
Xiaoqin Zhang, Bhavesh Shrestha, Sung Wook Yoon, Subbarao Kambhampati, Phillip DiBona, Jinhong K. Guo, Daniel McFarlane, Martin O. Hofmann, Kenneth R. Whitebread, Darren Scott Appling, Elizabeth T. Whitaker, Ethan Trewhitt, Li Ding, James Michaelis, Deborah L. McGuinness, James A. Hendler, Janardhan Rao Doppa, Charles Parker, Thomas G. Dietterich, Prasad Tadepalli, Weng-Keen Wong, Derek T. Green, Antons Rebguns, Diana F. Spears, Ugur Kuter, Geoffrey Levine, Gerald DeJong, Reid MacTavish, Santiago Ontañón, Jainarayan Radhakrishnan, Ashwin Ram, Hala Mostafa, Huzaifa Zafar, Chongjie Zhang, Daniel D. Corkill, Victor R. Lesser, Zhexuan Song
An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration. ACM Trans. Intell. Syst. Technol. 3 (4) (2012)
Gerald DeJong, Arkady Epshteyn
Generative Prior Knowledge for Discriminative Classification CoRR (2011)
Geoffrey Levine, Gerald DeJong
Automatic Topic Model Adaptation for Sentiment Analysis in Structured Domains. IJCNLP (2011)
Michelene T. H. Chi, Gerald DeJong, Cristine H. Legare, Tania Lombrozo, Joseph Jay Williams
Explanation-based Mechanisms for Learning: An Interdisciplinary Approach. CogSci (2011)
Geoffrey Levine, Gerald DeJong, Li-Lun Wang, Rajhans Samdani, Shankar Vembu, Dan Roth
Automatic Model Adaptation for Complex Structured Domains. ECML/PKDD (2) (2010)
Shiau Hong Lim, Li-Lun Wang, Gerald DeJong
Integrating prior domain knowledge into discriminative learning using automatic model construction and phantom examples. Pattern Recognit. 42 (12) (2009)
Geoffrey Levine, Gerald DeJong
Object Detection by Estimating and Combining High-Level Features. ICIAP (2009)
Xiaoqin Zhang, Sung Wook Yoon, Phillip DiBona, Darren Scott Appling, Li Ding, Janardhan Rao Doppa, Derek T. Green, Jinhong K. Guo, Ugur Kuter, Geoffrey Levine, Reid MacTavish, Daniel McFarlane, James Michaelis, Hala Mostafa, Santiago Ontañón, Charles Parker, Jainarayan Radhakrishnan, Antons Rebguns, Bhavesh Shrestha, Zhexuan Song, Ethan Trewhitt, Huzaifa Zafar, Chongjie Zhang, Daniel D. Corkill, Gerald DeJong, Thomas G. Dietterich, Subbarao Kambhampati, Victor R. Lesser, Deborah L. McGuinness, Ashwin Ram, Diana F. Spears, Prasad Tadepalli, Elizabeth T. Whitaker, Weng-Keen Wong, James A. Hendler, Martin O. Hofmann, Kenneth R. Whitebread
An Ensemble Learning and Problem Solving Architecture for Airspace Management. IAAI (2009)
Arkady Epshteyn, Adam Vogel, Gerald DeJong
Active reinforcement learning. ICML (2008)
Geoffrey Levine, Gerald DeJong
Explanation-Based Object Recognition. WACV (2008)
Qiang Sun, Li-Lun Wang, Shiau Hong Lim, Gerald DeJong
Robustness through prior knowledge: using explanation-based learning to distinguish handwritten Chinese characters. Int. J. Document Anal. Recognit. 10 (3-4) (2007)
Shiau Hong Lim, Li-Lun Wang, Gerald DeJong
Explanation-Based Feature Construction. IJCAI (2007)
Gerald DeJong
Toward Robust Real-World Inference: A New Perspective on Explanation-Based Learning. ECML (2006)
Arkady Epshteyn, Gerald DeJong
Qualitative reinforcement learning. ICML (2006)
Qiang Sun, Li-Lun Wang, Gerald DeJong
Explanation-Based Learning for Image Understanding. AAAI (2006)
Arkady Epshteyn, Gerald DeJong
Generative Prior Knowledge for Discriminative Classification. J. Artif. Intell. Res. 27 (2006)
Geoffrey Levine, Gerald DeJong
Explanation-Based Acquisition of Planning Operators. ICAPS (2006)
Arkady Epshteyn, María Jesús Garzarán, Gerald DeJong, David A. Padua, Gang Ren, Xiaoming Li, Kamen Yotov, Keshav Pingali
Analytic Models and Empirical Search: A Hybrid Approach to Code Optimization. LCPC (2005)
Arkady Epshteyn, Gerald DeJong
Rotational Prior Knowledge for SVMs. ECML (2005)
Qiang Sun, Gerald DeJong
Feature Kernel Functions: Improving SVMs Using High-Level Knowledge. CVPR (2) (2005)
Qiang Sun, Gerald DeJong
Explanation-Augmented SVM: an approach to incorporating domain knowledge into SVM learning. ICML (2005)
Shiau Hong Lim, Gerald DeJong
Towards Finite-Sample Convergence of Direct Reinforcement Learning. ECML (2005)
Kamen Yotov, Xiaoming Li, Gang Ren, Michael Cibulskis, Gerald DeJong, María Jesús Garzarán, David A. Padua, Keshav Pingali, Paul Stodghill, Peng Wu
A comparison of empirical and model-driven optimization. PLDI (2003)
Adam Laud, Gerald DeJong
The Influence of Reward on the Speed of Reinforcement Learning: An Analysis of Shaping. ICML (2003)
Adam Laud, Gerald DeJong
Reinforcement Learning and Shaping: Encouraging Intended Behaviors. ICML (2002)
Mark Brodie, Gerald DeJong
Iterated Phantom Induction: A Knowledge-Based Approach to Learning Control. Mach. Learn. 45 (1) (2001)
Gerald DeJong
Hidden Strengths and Limitations: An Empirical Investigation of Reinforcement Learning. ICML (2000)
Mark Brodie, Gerald DeJong
Learning to Ride a Bicycle using Iterated Phantom Induction. ICML (1999)
Mark Brodie, Gerald DeJong
Iterated Phantom Induction: A Little Knowledge Can Go a Long Way. AAAI/IAAI (1998)
Gerald DeJong, Scott Bennett
Permissive Planning: Extending Classical Planning to Uncertain Task Domains. Artif. Intell. 89 (1-2) (1997)
Jonathan Gratch, Gerald DeJong
A Statistical Approach to Adaptive Problem Solving. Artif. Intell. 88 (1-2) (1996)
Scott Bennett, Gerald DeJong
Real-World Robotics: Learning to Plan for Robust Execution. Mach. Learn. 23 (2-3) (1996)
Gerald DeJong
A Case Study of Explanation-Based Control. ICML (1995)
Gerald DeJong, Scott Bennett
Extending Classical Planning to Real-World Execution with Machine Learning. IJCAI (1995)
Scott Bennett, Gerald DeJong
GRASPER: A Permissive Planning Robot. IJCAI (1995)
Jonathan Gratch, Steve A. Chien, Gerald DeJong
Improving Learning Performance Through Rational Resource Allocation. AAAI (1994)
Gerald DeJong
Learning to Plan in Continuous Domains. Artif. Intell. 65 (1) (1994)
Steve A. Chien, Gerald DeJong
Constructing Simplified Plans Via Truth Criteria Approximation. AIPS (1994)
Melinda T. Gervasio, Gerald DeJong
An Incremental Learning Approach for Completable Planning. ICML (1994)
Sang-Chan Park, Melinda T. Gervasio, Michael J. Shaw, Gerald DeJong
Explanation-based learning for intelligent process planning. IEEE Trans. Syst. Man Cybern. 23 (6) (1993)
Jonathan Gratch, Steve A. Chien, Gerald DeJong
Learning Search Control Knowledge for Deep Space Network Scheduling. ICML (1993)
Gerald DeJong, Scott Bennett
Permissive Planning: A Machine Learning Approach to Linking Internal and External Worlds. AAAI (1993)
Jonathan Gratch, Gerald DeJong
COMPOSER: A Probabilistic Solution to the Utility Problem in Speed-Up Learning. AAAI (1992)
Jonathan Gratch, Gerald DeJong
An Analysis of Learning to Plan as a Search Problem. ML (1992)
Scott Bennett, Gerald DeJong
Comparing Stochastic Planning to the Acquisition of Increasingly Permissive Plans. ML (1991)
Gerald DeJong, Jonathan Gratch
Steve Minton, Learning Search Control Knowledge: An Explanation-Based Approach. Artif. Intell. 50 (1) (1991)
Steve A. Chien, Melinda T. Gervasio, Gerald DeJong
On Becoming Decreasingly Reactive: Learning to Deliberate Minimally. ML (1991)
Jonathan Gratch, Gerald DeJong
A Hybrid Approach to Guaranteed Effective Control Strategies. ML (1991)
Jude W. Shavlik, Gerald DeJong
Learning in Mathematically-Based Domains: Understanding and Generalizing Obstacle Cancellations. Artif. Intell. 45 (1-2) (1990)
Melinda T. Gervasio, Gerald DeJong
Explanation-Based Learning of Reactive Operations. ML (1989)
Shankar A. Rajamoney, Gerald DeJong
Active Explanation Reduction: An Approach to the Multiple Explanations Problem. ML (1988)
Gerald DeJong
Some Thoughts on the Present and Future of Explanation-Based Learning. ECAI (1988)
Jude W. Shavlik, Gerald DeJong
An Explanation-based Approach to Generalizing Number. IJCAI (1987)
Jude W. Shavlik, Gerald DeJong
BAGGER: An EBL System that Extends and Generalizes Explanations. AAAI (1987)
Shankar A. Rajamoney, Gerald DeJong
The Classification, Detection and Handling of Imperfect Theory Problems. IJCAI (1987)
Jude W. Shavlik, Gerald DeJong
Computer understanding and generalization of symbolic mathematical calculations: a case study in physics problem solving. SYMSAC (1986)
Gerald DeJong, Raymond J. Mooney
Explanation-Based Learning: An Alternative View. Mach. Learn. 1 (2) (1986)
Shankar A. Rajamoney, Gerald DeJong, Boi Faltings
Towards a Model of Conceptual Knowledge Acquisition Through Directed Experimentation. IJCAI (1985)
Alberto Maria Segre, Gerald DeJong
Explanation-based manipulator learning: Acquisition of planning ability through observation. ICRA (1985)
Raymond J. Mooney, Gerald DeJong
Learning Schemata for Natural Language Processing. IJCAI (1985)
Gerald DeJong
Artificial Intelligence Implications for Information Retrieval. SIGIR (1983)
Gerald DeJong
Acquiring Schemata Through Understanding and Generalizing Plans. IJCAI (1983)
Gerald DeJong
Automatic Schema Acquisition in a Natural Language Environment. AAAI (1982)
Gerald DeJong
Generalizations Based on Explanations. IJCAI (1981)
Roger C. Schank, Janet L. Kolodner, Gerald DeJong
Conceptual Information Retrieval. SIGIR (1980)
Gerald DeJong
Prediction and Substantiation: A New Approach to Natural Language Processing. Cogn. Sci. 3 (3) (1979)
Gerald DeJong
Prediction and Substantiation: Two Processes that Comprise Understanding. IJCAI (1979)
Gerald DeJong
FRUMP...FRUMP...FRUMP... SIGART Newsl. 61 (1977)
Gerald DeJong
Skimming Newspaper Stories by Computer. IJCAI (1977)