Gerald DeJong - RankMe

74 papers A* 32A 2B 2C 1Misc 1Journal 16Unranked 16

Year	Rank	Type	Title / Venue / Authors
2017	—	`ch.`	Explanation-Based Learning. Encyclopedia of Machine Learning and Data Mining Gerald DeJong, Shiau Hong Lim
2017	—	`conf`	LORE: A loop repository for the evaluation of compilers. IISWC 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
2014	—	`ch.`	Explanation-Based Learning. Computing Handbook, 3rd ed. (1) Gerald DeJong
2012	J	`jnl`	An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration. ACM Trans. Intell. Syst. Technol. 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
2011	B	`conf`	Automatic Topic Model Adaptation for Sentiment Analysis in Structured Domains. IJCNLP Geoffrey Levine, Gerald DeJong
2011	B	`conf`	Explanation-based Mechanisms for Learning: An Interdisciplinary Approach. CogSci Michelene T. H. Chi, Gerald DeJong, Cristine H. Legare, Tania Lombrozo, Joseph Jay Williams
2011	J	`jnl`	Generative Prior Knowledge for Discriminative Classification CoRR Gerald DeJong, Arkady Epshteyn
2010	—	`conf`	Automatic Model Adaptation for Complex Structured Domains. ECML/PKDD (2) Geoffrey Levine, Gerald DeJong, Li-Lun Wang, Rajhans Samdani, Shankar Vembu, Dan Roth
2010	—	`ch.`	Explanation-Based Learning. Encyclopedia of Machine Learning Gerald DeJong, Shiau Hong Lim
2009	C	`conf`	An Ensemble Learning and Problem Solving Architecture for Airspace Management. IAAI 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
2009	J	`jnl`	Integrating prior domain knowledge into discriminative learning using automatic model construction and phantom examples. Pattern Recognit. Shiau Hong Lim, Li-Lun Wang, Gerald DeJong
2009	Misc	`conf`	Object Detection by Estimating and Combining High-Level Features. ICIAP Geoffrey Levine, Gerald DeJong
2008	A*	`conf`	Active reinforcement learning. ICML Arkady Epshteyn, Adam Vogel, Gerald DeJong
2008	A	`conf`	Explanation-Based Object Recognition. WACV Geoffrey Levine, Gerald DeJong
2007	A*	`conf`	Explanation-Based Feature Construction. IJCAI Shiau Hong Lim, Li-Lun Wang, Gerald DeJong
2007	J	`jnl`	Robustness through prior knowledge: using explanation-based learning to distinguish handwritten Chinese characters. Int. J. Document Anal. Recognit. Qiang Sun, Li-Lun Wang, Shiau Hong Lim, Gerald DeJong
2006	A*	`conf`	Explanation-Based Acquisition of Planning Operators. ICAPS Geoffrey Levine, Gerald DeJong
2006	A*	`conf`	Explanation-Based Learning for Image Understanding. AAAI Qiang Sun, Li-Lun Wang, Gerald DeJong
2006	J	`jnl`	Generative Prior Knowledge for Discriminative Classification. J. Artif. Intell. Res. Arkady Epshteyn, Gerald DeJong
2006	A*	`conf`	Qualitative reinforcement learning. ICML Arkady Epshteyn, Gerald DeJong
2006	—	`conf`	Toward Robust Real-World Inference: A New Perspective on Explanation-Based Learning. ECML Gerald DeJong
2005	—	`conf`	Analytic Models and Empirical Search: A Hybrid Approach to Code Optimization. LCPC Arkady Epshteyn, María Jesús Garzarán, Gerald DeJong, David A. Padua, Gang Ren, Xiaoming Li, Kamen Yotov, Keshav Pingali
2005	A*	`conf`	Explanation-Augmented SVM: an approach to incorporating domain knowledge into SVM learning. ICML Qiang Sun, Gerald DeJong
2005	—	`conf`	Feature Kernel Functions: Improving SVMs Using High-Level Knowledge. CVPR (2) Qiang Sun, Gerald DeJong
2005	—	`conf`	Rotational Prior Knowledge for SVMs. ECML Arkady Epshteyn, Gerald DeJong
2005	—	`conf`	Towards Finite-Sample Convergence of Direct Reinforcement Learning. ECML Shiau Hong Lim, Gerald DeJong
2003	A*	`conf`	A comparison of empirical and model-driven optimization. PLDI Kamen Yotov, Xiaoming Li, Gang Ren, Michael Cibulskis, Gerald DeJong, María Jesús Garzarán, David A. Padua, Keshav Pingali, Paul Stodghill, Peng Wu
2003	A*	`conf`	The Influence of Reward on the Speed of Reinforcement Learning: An Analysis of Shaping. ICML Adam Laud, Gerald DeJong
2002	A*	`conf`	Reinforcement Learning and Shaping: Encouraging Intended Behaviors. ICML Adam Laud, Gerald DeJong
2001	J	`jnl`	Iterated Phantom Induction: A Knowledge-Based Approach to Learning Control. Mach. Learn. Mark Brodie, Gerald DeJong
2000	A*	`conf`	Hidden Strengths and Limitations: An Empirical Investigation of Reinforcement Learning. ICML Gerald DeJong
1999	A*	`conf`	Learning to Ride a Bicycle using Iterated Phantom Induction. ICML Mark Brodie, Gerald DeJong
1998	—	`conf`	Iterated Phantom Induction: A Little Knowledge Can Go a Long Way. AAAI/IAAI Mark Brodie, Gerald DeJong
1997	—	`ch.`	Explanation-Based Learning. The Computer Science and Engineering Handbook Gerald DeJong
1997	J	`jnl`	Permissive Planning: Extending Classical Planning to Uncertain Task Domains. Artif. Intell. Gerald DeJong, Scott W. Bennett
1996	J	`jnl`	A Statistical Approach to Adaptive Problem Solving. Artif. Intell. Jonathan Gratch, Gerald DeJong
1996	J	`jnl`	Real-World Robotics: Learning to Plan for Robust Execution. Mach. Learn. Scott W. Bennett, Gerald DeJong
1995	A*	`conf`	A Case Study of Explanation-Based Control. ICML Gerald DeJong
1995	A*	`conf`	Extending Classical Planning to Real-World Execution with Machine Learning. IJCAI Gerald DeJong, Scott W. Bennett
1995	A*	`conf`	GRASPER: A Permissive Planning Robot. IJCAI Scott W. Bennett, Gerald DeJong
1994	A*	`conf`	An Incremental Learning Approach for Completable Planning. ICML Melinda T. Gervasio, Gerald DeJong
1994	—	`conf`	Constructing Simplified Plans Via Truth Criteria Approximation. AIPS Steve A. Chien, Gerald DeJong
1994	A*	`conf`	Improving Learning Performance Through Rational Resource Allocation. AAAI Jonathan Gratch, Steve A. Chien, Gerald DeJong
1994	J	`jnl`	Learning to Plan in Continuous Domains. Artif. Intell. Gerald DeJong
1993	J	`jnl`	Explanation-based learning for intelligent process planning. IEEE Trans. Syst. Man Cybern. Sang-Chan Park, Melinda T. Gervasio, Michael J. Shaw, Gerald DeJong
1993	A*	`conf`	Learning Search Control Knowledge for Deep Space Network Scheduling. ICML Jonathan Gratch, Steve A. Chien, Gerald DeJong
1993	A*	`conf`	Permissive Planning: A Machine Learning Approach to Linking Internal and External Worlds. AAAI Gerald DeJong, Scott W. Bennett
1992	—	`conf`	An Analysis of Learning to Plan as a Search Problem. ML Jonathan Gratch, Gerald DeJong
1992	A*	`conf`	COMPOSER: A Probabilistic Solution to the Utility Problem in Speed-Up Learning. AAAI Jonathan Gratch, Gerald DeJong
1991	—	`conf`	A Hybrid Approach to Guaranteed Effective Control Strategies. ML Jonathan Gratch, Gerald DeJong
1991	—	`conf`	Comparing Stochastic Planning to the Acquisition of Increasingly Permissive Plans. ML Scott W. Bennett, Gerald DeJong
1991	—	`conf`	On Becoming Decreasingly Reactive: Learning to Deliberate Minimally. ML Steve A. Chien, Melinda T. Gervasio, Gerald DeJong
1991	J	`jnl`	Steve Minton, Learning Search Control Knowledge: An Explanation-Based Approach. Artif. Intell. Gerald DeJong, Jonathan Gratch
1990	J	`jnl`	Learning in Mathematically-Based Domains: Understanding and Generalizing Obstacle Cancellations. Artif. Intell. Jude W. Shavlik, Gerald DeJong
1989	—	`conf`	Explanation-Based Learning of Reactive Operations. ML Melinda T. Gervasio, Gerald DeJong
1988	—	`conf`	Active Explanation Reduction: An Approach to the Multiple Explanations Problem. ML Shankar A. Rajamoney, Gerald DeJong
1988	A	`conf`	Some Thoughts on the Present and Future of Explanation-Based Learning. ECAI Gerald DeJong
1987	A*	`conf`	An Explanation-based Approach to Generalizing Number. IJCAI Jude W. Shavlik, Gerald DeJong
1987	A*	`conf`	BAGGER: An EBL System that Extends and Generalizes Explanations. AAAI Jude W. Shavlik, Gerald DeJong
1987	A*	`conf`	The Classification, Detection and Handling of Imperfect Theory Problems. IJCAI Shankar A. Rajamoney, Gerald DeJong
1986	—	`conf`	Computer understanding and generalization of symbolic mathematical calculations: a case study in physics problem solving. SYMSAC Jude W. Shavlik, Gerald DeJong
1986	J	`jnl`	Explanation-Based Learning: An Alternative View. Mach. Learn. Gerald DeJong, Raymond J. Mooney
1985	A*	`conf`	Explanation-based manipulator learning: Acquisition of planning ability through observation. ICRA Alberto Maria Segre, Gerald DeJong
1985	A*	`conf`	Learning Schemata for Natural Language Processing. IJCAI Raymond J. Mooney, Gerald DeJong
1985	A*	`conf`	Towards a Model of Conceptual Knowledge Acquisition Through Directed Experimentation. IJCAI Shankar A. Rajamoney, Gerald DeJong, Boi Faltings
1983	A*	`conf`	Acquiring Schemata Through Understanding and Generalizing Plans. IJCAI Gerald DeJong
1983	A*	`conf`	Artificial Intelligence Implications for Information Retrieval. SIGIR Gerald DeJong
1982	A*	`conf`	Automatic Schema Acquisition in a Natural Language Environment. AAAI Gerald DeJong
1981	A*	`conf`	Generalizations Based on Explanations. IJCAI Gerald DeJong
1980	A*	`conf`	Conceptual Information Retrieval. SIGIR Roger C. Schank, Janet L. Kolodner, Gerald DeJong
1979	J	`jnl`	Prediction and Substantiation: A New Approach to Natural Language Processing. Cogn. Sci. Gerald DeJong
1979	A*	`conf`	Prediction and Substantiation: Two Processes that Comprise Understanding. IJCAI Gerald DeJong
1977	J	`jnl`	FRUMP...FRUMP...FRUMP... SIGART Newsl. Gerald DeJong
1977	A*	`conf`	Skimming Newspaper Stories by Computer. IJCAI Gerald DeJong