Robot Learning Publications

Publications in Robot Learning

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

Robot Learning

81.3K

Publications

5.1M

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Statistical Learning Theory Yuhai Wu, Vladimir Vapnik Technometrics Generalization TheoryEngineeringMachine LearningData ScienceComputational Learning Theory	1999	26.9K
Reinforcement Learning: An Introduction Richard S. Sutton, Andy Barto IEEE Transactions on Neural Networks Artificial IntelligenceEngineeringDeep Reinforcement LearningComputer ScienceRobot Learning	1998	26.8K
Reinforcement Learning: An Introduction IEEE Transactions on Neural Networks Artificial IntelligenceEngineeringDeep Reinforcement LearningStochastic GameGame Theory	2005	25.7K
Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks Jun-Yan Zhu, Taesung Park, Phillip Isola, EngineeringMachine LearningImage-to-image TranslationStyle TransferImage Analysis	2017	21.3K
Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Natural Language ProcessingMultimodal LlmConvolutional Neural NetworkMachine VisionMachine Learning	2017	20.1K
Are we ready for autonomous driving? The KITTI vision benchmark suite Andreas Geiger, P Lenz, R. Urtasun EngineeringField RoboticsMulti-view GeometryLocalization3D Computer Vision	2012	14K
Non-local Neural Networks Xiaolong Wang, Ross Girshick, Abhinav Gupta, Building BlocksScene AnalysisEngineeringMachine LearningRecurrent Neural Network	2018	11K
node2vec Aditya Grover, Jure Leskovec Geometric LearningEngineeringMachine LearningNetwork AnalysisLink Prediction	2016	10.6K
YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors Chien-Yao Wang, Alexey Bochkovskiy, Hong-Yuan Mark Liao Convolutional Neural NetworkEngineeringMachine LearningFeature DetectionObject Categorization	2023	10.2K
Vision meets robotics: The KITTI dataset Andreas Geiger, Philip Lenz, Christoph Stiller, The International Journal of Robotics Research EngineeringField Robotics3D Computer VisionImage AnalysisData Science	2013	9.4K
Mastering the game of Go without human knowledge David Silver, Julian Schrittwieser, Karen Simonyan, Nature Artificial IntelligenceGame AiCognitive ScienceEngineeringReward Hacking	2017	9K
Reinforcement Learning: An Introduction Jeffrey D. Johnson, Jinghong Li, Zengshi Chen Neurocomputing Artificial IntelligenceEngineeringDeep Reinforcement LearningComputer ScienceRobot Learning	2000	8.7K

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