Autonomous Learning Publications

Publications in Autonomous Learning

Explore the most influential research papers and scholarly works that have shaped Autonomous Learning. Use the concept filter below to focus on a specific sub-area of research.

Autonomous Learning

Publications

256.4K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill, Florian Strub, Florent Altché, arXiv (Cornell University) Artificial IntelligenceFew-shot LearningConvolutional Neural NetworkEngineeringMachine Learning	2020	3.4K
End to End Learning for Self-Driving Cars Mariusz Bojarski, Davide Testa, Daniel Dworakowski, arXiv (Cornell University) Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningAdvanced Driver-assistance System	2016	3.1K
A survey of iterative learning control Douglas A. Bristow, Marina Tharayil, Andrew G. Alleyne IEEE Control Systems Control MethodControl StrategyEngineeringMachine LearningMajor Results	2006	2.9K
Apprenticeship learning via inverse reinforcement learning Pieter Abbeel, Andrew Y. Ng Artificial IntelligenceReward FunctionInverse Reinforcement LearningEngineeringMachine Learning	2004	2.8K
Opposition-Based Learning: A New Scheme for Machine Intelligence Hamid R. Tizhoosh Artificial IntelligenceNew SchemeEngineeringMachine LearningData Science	2006	2.1K
Self-improving reactive agents based on reinforcement learning, planning and teaching Long-Ji Lin Machine Learning Artificial IntelligenceEngineeringReinforcement Learning (Computer Engineering)Agent Decision-makingAutonomous Learning	1992	1.6K
Logistic Regression: A Self-Learning Text. Steve Selvin, David G. Kleinbaum Journal of the American Statistical Association EngineeringMachine LearningData ScienceAutonomous LearningPredictive Analytics	1996	1.6K
Iterative Learning Control: Brief Survey and Categorization Hyo‐Sung Ahn, YangQuan Chen, Kevin L. Moore IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) General IntroductionControl MethodEngineeringMachine LearningAutonomous Learning	2007	1.6K
Transfer Learning for Reinforcement Learning Domains: A Survey Matthew E. Taylor, Peter Stone Journal of Machine Learning Research Artificial IntelligenceCognitive ScienceEngineeringMachine LearningLimited Environmental Feedback	2009	1.6K
Scientific Discovery Learning with Computer Simulations of Conceptual Domains Ton de Jong, Wouter van Joolingen Review of Educational Research Computational ScienceDiscovery TechniqueEngineeringInteractive LearningData Science	1998	1.5K
Forward Models: Supervised Learning with a Distal Teacher Michael I. Jordan, David E. Rumelhart Cognitive Science Artificial IntelligenceIncremental LearningEngineeringMachine LearningNeural Networks (Machine Learning)	1992	1.5K
Competitive Learning: From Interactive Activation to Adaptive Resonance Stephen Grossberg Cognitive Science Motor LearningGame TheoryCognitionSocial SciencesCognitive Architecture	1987	1.5K

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