DeJong, Gerald

43 publications

ECML-PKDD 2010 Automatic Model Adaptation for Complex Structured Domains Geoffrey Levine, Gerald DeJong, Li-Lun Wang, Rajhans Samdani, Shankar Vembu, Dan Roth

ICML 2008 Active Reinforcement Learning Arkady Epshteyn, Adam Vogel, Gerald DeJong

IJCAI 2007 Explanation-Based Feature Construction Shiau Hong Lim, Li-Lun Wang, Gerald DeJong

AAAI 2006 Explanation-Based Learning for Image Understanding Qiang Sun, Li-Lun Wang, Gerald DeJong

JAIR 2006 Generative Prior Knowledge for Discriminative Classification Arkady Epshteyn, Gerald DeJong

ICML 2006 Qualitative Reinforcement Learning Arkady Epshteyn, Gerald DeJong

ECML-PKDD 2006 Toward Robust Real-World Inference: A New Perspective on Explanation-Based Learning Gerald DeJong

ICML 2005 Explanation-Augmented SVM: An Approach to Incorporating Domain Knowledge into SVM Learning Qiang Sun, Gerald DeJong

CVPR 2005 Feature Kernel Functions: Improving SVMs Using High-Level Knowledge Qiang Sun, Gerald DeJong

ECML-PKDD 2005 Rotational Prior Knowledge for SVMs Arkady Epshteyn, Gerald DeJong

ECML-PKDD 2005 Towards Finite-Sample Convergence of Direct Reinforcement Learning Shiau Hong Lim, Gerald DeJong

ICML 2003 The Influence of Reward on the Speed of Reinforcement Learning: An Analysis of Shaping Adam Laud, Gerald DeJong

ICML 2002 Reinforcement Learning and Shaping: Encouraging Intended Behaviors Adam Laud, Gerald DeJong

MLJ 2001 Iterated Phantom Induction: A Knowledge-Based Approach to Learning Control Mark Brodie, Gerald DeJong

ICML 2000 Hidden Strengths and Limitations: An Empirical Investigation of Reinforcement Learning Gerald DeJong

ICML 1999 Learning to Ride a Bicycle Using Iterated Phantom Induction Mark Brodie, Gerald DeJong

AAAI 1998 Iterated Phantom Induction: A Little Knowledge Can Go a Long Way Mark Brodie, Gerald DeJong

MLJ 1996 Real-World Robotics: Learning to Plan for Robust Execution Scott W. Bennett, Gerald DeJong

ICML 1995 A Case Study of Explanation-Based Control Gerald DeJong

IJCAI 1995 Extending Classical Planning to Real-World Execution with Machine Learning Gerald DeJong, Scott W. Bennett

IJCAI 1995 GRASPER: A Permissive Planning Robot Scott W. Bennett, Gerald DeJong

ICML 1994 An Incremental Learning Approach for Completable Planning Melinda T. Gervasio, Gerald DeJong

AAAI 1994 Improving Learning Performance Through Rational Resource Allocation Jonathan Gratch, Steve A. Chien, Gerald DeJong

ICML 1993 Learning Search Control Knowledge for Deep Space Network Scheduling Jonathan Gratch, Steve A. Chien, Gerald DeJong

AAAI 1993 Permissive Planning: A Machine Learning Approach to Linking Internal and External Worlds Gerald DeJong, Scott W. Bennett

ICML 1992 An Analysis of Learning to Plan as a Search Problem Jonathan Gratch, Gerald DeJong

AAAI 1992 COMPOSER: A Probabilistic Solution to the Utility Problem in Speed-up Learning Jonathan Gratch, Gerald DeJong

ICML 1991 A Hybrid Approach to Guaranteed Effective Control Strategies Jonathan Gratch, Gerald DeJong

ICML 1991 Comparing Stochastic Planning to the Acquisition of Increasingly Permissive Plans Scott W. Bennett, Gerald DeJong

ICML 1991 On Becoming Decreasingly Reactive: Learning to Deliberate Minimally Steve A. Chien, Melinda T. Gervasio, Gerald DeJong

ICML 1989 Explanation-Based Learning of Reactive Operations Melinda T. Gervasio, Gerald DeJong

ICML 1988 Active Explanation Reduction: An Approach to the Multiple Explanations Problem Shankar A. Rajamoney, Gerald DeJong

IJCAI 1987 An Explanation-Based Approach to Generalizing Number Jude W. Shavlik, Gerald DeJong

AAAI 1987 BAGGER: An EBL System That Extends and Generalizes Explanations Jude W. Shavlik, Gerald DeJong

IJCAI 1987 The Classification, Detection and Handling of Imperfect Theory Problems Shankar A. Rajamoney, Gerald DeJong

MLJ 1986 Explanation-Based Learning: An Alternative View Gerald DeJong, Raymond J. Mooney

IJCAI 1985 Learning Schemata for Natural Language Processing Raymond J. Mooney, Gerald DeJong

IJCAI 1985 Towards a Model of Conceptual Knowledge Acquisition Through Directed Experimentation Shankar A. Rajamoney, Gerald DeJong, Boi Faltings

IJCAI 1983 Acquiring Schemata Through Understanding and Generalizing Plans Gerald DeJong

AAAI 1982 Automatic Schema Acquisition in a Natural Language Environment Gerald DeJong

IJCAI 1981 Generalizations Based on Explanations Gerald DeJong

IJCAI 1979 Prediction and Substantiation: Two Processes That Comprise Understanding Gerald DeJong

IJCAI 1977 Skimming Newspaper Stories by Computer Gerald DeJong