Paul J. Werbos
#151,309
Most Influential Person Now
Paul J. Werbos's AcademicInfluence.com Rankings
Paul J. Werboscomputer-science Degrees
Computer Science
#7984
World Rank
#8401
Historical Rank
Algorithms
#314
World Rank
#318
Historical Rank
Machine Learning
#3138
World Rank
#3177
Historical Rank
Artificial Intelligence
#3440
World Rank
#3490
Historical Rank
Paul J. Werbosmathematics Degrees
Mathematics
#7005
World Rank
#9606
Historical Rank
Measure Theory
#1788
World Rank
#2190
Historical Rank
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Computer Science Mathematics
Why Is Paul J. Werbos Influential?
(Suggest an Edit or Addition)Paul J. Werbos's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Backpropagation Through Time: What It Does and How to Do It (1990) (4387)
- Neural networks for control (1990) (987)
- Generalization of backpropagation with application to a recurrent gas market model (1988) (936)
- A Menu of Designs for Reinforcement Learning Over Time (1995) (578)
- Neural networks for control and system identification (1989) (302)
- Applications of advances in nonlinear sensitivity analysis (1982) (289)
- Backpropagation: past and future (1988) (287)
- The roots of backpropagation (1994) (202)
- Long-term predictions of chemical processes using recurrent neural networks: a parallel training approach (1992) (173)
- Backpropagation and neurocontrol: a review and prospectus (1989) (150)
- Biocomplexity: adaptive behavior in complex stochastic dynamical systems. (2001) (140)
- Computational Schemes and Neural Network Models for Formation and Control of Multijoint Arm Trajectory (1995) (122)
- Computational Intelligence for the Smart Grid-History, Challenges, and Opportunities (2011) (113)
- Beyond Feedforward Models Trained by Backpropagation: A Practical Training Tool for a More Efficient Universal Approximator (2007) (87)
- An overview of neural networks for control (1991) (87)
- Using ADP to Understand and Replicate Brain Intelligence: the Next Level Design (2007) (86)
- Complete stability analysis of a heuristic approximate dynamic programming control design (2015) (84)
- Neural network design for J function approximation in dynamic programming (1998) (68)
- Stable adaptive control using new critic designs (1998) (68)
- Connectionist Learning for Control (1995) (66)
- Generalized maze navigation: SRN critics solve what feedforward or Hebbian nets cannot (1996) (65)
- Maximizing long-term gas industry profits in two minutes in Lotus using neural network methods (1989) (55)
- Challenging Control Problems (1995) (49)
- Neurocontrol and related techniques (1990) (44)
- An Adaptive Sensorimotor Network Inspired by the Anatomy and Physiology of the Cerebellum (1995) (39)
- Neurocontrol and elastic fuzzy logic: capabilities, concepts, and applications (1993) (39)
- Backpropagation: basics and new developments (1998) (38)
- The Truck Backer-Upper: An Example of Self-Learning in Neural Networks (1995) (32)
- New directions in ACDs: keys to intelligent control and understanding the brain (2000) (28)
- Efficient Learning in Cellular Simultaneous Recurrent Neural Networks - The Case of Maze Navigation Problem (2007) (26)
- Cellular SRN Trained by Extended Kalman Filter Shows Promise for ADP (2006) (26)
- A Bioreactor Benchmark for Adaptive Network-based Process Control (1995) (25)
- Optimization methods for brain-like intelligent control (1995) (23)
- Neural networks and flight control - Overview of capabilities and emerging applications (1995) (21)
- Overview of designs and capabilities (1990) (19)
- Optimal neurocontrol: practical benefits, new results and biological evidence (1995) (18)
- Complete stability analysis of a heuristic ADP control design (2013) (16)
- Neural Networks for Control: An Overview (1990) (15)
- From ADP to the brain: Foundations, roadmap, challenges and research priorities (2014) (14)
- Adaptive State Representation and Estimation Using Recurrent Connectionist Networks (1995) (13)
- 1 ADP : Goals , Opportunities and Principles (12)
- A Summary Comparison of CMAC Neural Network and Traditional Adaptive Control Systems (1995) (12)
- Expectation Driven Learning with an Associative Memory (1990) (12)
- Neurocontrol and neurobiology: new developments and connections (1992) (11)
- Metamodeling and the Critic-based approach to multi-level optimization (2012) (9)
- Strategies and Tactics for the Application of Neural Networks to Industrial Electronics (1997) (9)
- Variable and fixed rank-1 N(4) interconnections. (1990) (6)
- Cerebellar neurocontroller project, for aerospace applications, in a civilian neurocomputing initiative in the 'decade of the brain' (1992) (6)
- Strategies and Tactics for the Application of Neural Networks for Industry (1996) (5)
- New designs for universal stability in classical adaptive control and reinforcement learning (1999) (5)
- Using Adaptive Dynamic Programming to Understand and Replicate Brain Intelligence: the Next Level Design (2006) (5)
- Why Neural Networks (1996) (5)
- Some New Directions for Adaptive Control Theory in Robotics (1995) (4)
- Using Associative Content- Addressable Memories to Control Robots (1995) (4)
- Adaptive Control Using Neural Networks (1995) (4)
- TRAPS AND TRICKS IN STANDARD BENCHMARK PROBLEMS FOR NEUROCONTROL (1997) (4)
- Self-organization in CNN-based Object Nets (2010) (3)
- Brain-like intelligent control: from neural nets to larger-scale systems (1997) (3)
- Metamodeling for large-scale optimization tasks based on object networks (2011) (3)
- Brain-Like Stochastic Search: A Research Challenge and Funding Opportunity (2010) (2)
- Reconfigurable flight control via neurodynamic programming and universally stable adaptive control (2001) (2)
- A Neural Network Baseline Problem for Control of Aircraft Flare and Touchdown (1995) (2)
- Neural networks as a path to self-awareness (2011) (2)
- Values, Goals and Utility in an Engineering-Based Theory of Mammalian Intelligence (2018) (1)
- Neural Network (2021) (1)
- Applications of Neural Networks in Robotics and Automation for Manufacturing (1995) (1)
- A traditional roadmap of artificial neural network capabilities (1997) (1)
- Intelligent Control for Multiple Autonomous Undersea Vehicles (1995) (1)
- Vision-Based Robot Motion Planning (1995) (1)
- Fuzziness, Probability, Uncertainty and the Foundations of Knowledge (2013) (1)
- Co , " , 10 NEURAL NETWORKS , SYSTEM IDENTIFICATION , AND CONTROL IN THE CHEMICAL PROCESS INDUSTRIES (2004) (1)
- Approximate Dynamic Programming (ADP) (2020) (1)
- Variable and fixed rank-1 N/sup 4/ interconnections (1989) (1)
- From Backpropagation to Neurocontrol (2011) (1)
- Guest Editorial: Cyber-Physical-Social Intelligence: Toward Metaverse-Based Smart Societies of 6I and 6S (2023) (0)
- NEW FORMS OF REINFORCEMENT LEARNING (1993) (0)
- Recent Advances in Numerical Techniques for Large-Scale Optimization (1995) (0)
- GENERALIZED INFORMATION REQUIREMENTS OF INTELLIGENT DECISION-MAKING SYSTEMS (2010) (0)
- Brain-like intelligent control: from neural nets to larger-scale systems (1997) (0)
- Reminiscences on the End Of the Hope for Primates in Space (2011) (0)
- New forms of reinforcement learning: applications and brain-like capabilities (1993) (0)
- Neurocontrol and Elastic Fuzzy Logic: Capabilities, Concepts, (1993) (0)
- Ultimae Priorities for Space and Space Science (2012) (0)
- IEEE - CIS (EXCOM and ADCOM) (2005) (0)
- Finding time series among the chaos: stochastics, deseasonalization, and texture-detection using neural nets (1996) (0)
- Neural Network Applications (1996) (0)
- Neural networks in support of manned space (1989) (0)
- From Backpropagation to Neurocontrol ⋆ (2018) (0)
- 21 – FAULT DIAGNOSIS (1990) (0)
- A hybrid hierarchical neural-AI model of mammal-like intelligence (1997) (0)
- 1972 Proposal to Harvard for Backpropagation and Intelligent Reinforcement System (2019) (0)
- Brain-Like Intelligence : How Far are We and How can We get There ? (1994) (0)
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