Ronald J. Williams - Concepedia

Author

Ronald J. Williams

Northeastern University

Also Known As

RONALD J. WILLIAMS, Ronald J Williams, Ronald J. Williams, Ronald Williams

Publications

63.5K

Citations

H-Index

Concepts

All Affiliations

Northeastern University Penn State Milton S. Hershey Medical Center Pennsylvania State University Indiana University of Pennsylvania University of Oklahoma Health Sciences Center

About

Ronald J. Williams is an author at Northeastern University specializing in engineering, machine learning, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	12	43.9K
2	Arts	3	3	85
3	Business	1	1	69
4	Education	1	1	294
5	Health Sciences	1	1	19

Ronald J. Williams

Publications

44.6K

Citations

H-Index

Page 1

	Year	Citations
Learning representations by back-propagating errors David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams Nature EngineeringMachine LearningFeature LearningPattern RecognitionKnowledge Discovery	1986	29.7K
Simple statistical gradient-following algorithms for connectionist reinforcement learning Ronald J. Williams Machine Learning Artificial IntelligenceEngineeringMachine LearningSequential LearningConnectionist Reinforcement Learning	1992	7.4K
A Learning Algorithm for Continually Running Fully Recurrent Neural Networks Ronald J. Williams, David Zipser Neural Computation Artificial IntelligenceExact FormGradient-following Learning AlgorithmEngineeringMachine Learning	1989	4.4K
An Efficient Gradient-Based Algorithm for On-Line Training of Recurrent Network Trajectories Ronald J. Williams, Jing Peng Neural Computation Novel VariantStructured PredictionSequence ModellingEngineeringMachine Learning	1990	590
Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning Ronald J. Williams Machine Learning Artificial IntelligenceEngineeringMachine LearningSequential LearningConnectionist Reinforcement Learning	1992	477
Function Optimization using Connectionist Reinforcement Learning Algorithms Ronald J. Williams, Jing Peng Connection Science Artificial IntelligenceModel OptimizationReward HackingEngineeringMachine Learning	1991	301
Experimental Analysis of the Real-time Recurrent Learning Algorithm Ronald J. Williams, David Zipser Connection Science EngineeringMachine LearningNeural Networks (Machine Learning)Sequential LearningEducation	1989	294
Incremental multi-step Q-learning Jing Peng, Ronald J. Williams Machine Learning Artificial IntelligenceIncremental Multi-step Q-learningIncremental LearningEngineeringMachine Learning	1996	285
Efficient Learning and Planning Within the Dyna Framework Jing Peng, Ronald J. Williams Adaptive Behavior Artificial IntelligenceEngineeringMachine LearningEfficient LearningMulti-agent Learning	1993	204
Dynamic recurrent neural networks: Theory and applications C. Lee Giles, Gary M. Kuhn, Ronald J. Williams IEEE Transactions on Neural Networks EngineeringMachine LearningComputational NeuroscienceSparse Neural NetworkSequential Learning	1994	200

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