Active learning (machine learning)
相关论文数: 20
顶级研究者
最高引用论文
Foundations for a New Science of Learning
Andrew N. Meltzoff, Patricia K. Kuhl, Javier R. Movellan, Terrence J. Sejnowski
引用数: 710 • 2009
Transfer Learning in Deep Reinforcement Learning: A Survey
Zhuangdi Zhu, Kaixiang Lin, Anil K. Jain, Jiayu Zhou
引用数: 672 • 2023
Gaussian Processes for Data-Efficient Learning in Robotics and Control
Marc Peter Deisenroth, Dieter Fox, Carl Edward Rasmussen
引用数: 656 • 2013
Continual Learning for Robotics: Definition, Framework, Learning\n Strategies, Opportunities and Challenges
Timothée Lesort, Vincenzo Lomonaco, Andrei Stoian, Davide Maltoni, David Filliat, Natalia Díaz-Rodríguez
引用数: 492 • 2019
On-the-fly closed-loop materials discovery via Bayesian active learning
引用数: 388 • 2020
Logical and Relational Learning
Luc De Raedt
引用数: 327 • 2008
On-the-fly closed-loop materials discovery via Bayesian active learning
A. Gilad Kusne, Heshan Yu, Changming Wu, H. R. Zhang, Jason Hattrick‐Simpers, Brian DeCost, Suchismita Sarker, Corey Oses, Cormac Toher, Stefano Curtarolo, Albert V. Davydov, Ritesh Agarwal, Leonid A. Bendersky, Mo Li, Apurva Mehta, Ichiro Takeuchi
引用数: 325
Machine Learning in Non-Stationary Environments: Introduction to Covariate Shift Adaptation
Masashi Sugiyama, Motoaki Kawanabe
引用数: 268 • 2012
Learning Control in Robotics
Stefan Schaal, Christopher G. Atkeson
引用数: 157 • 2010
Explanation-Based Neural Network Learning: A Lifelong Learning Approach
Sebastian Thrun
引用数: 154 • 2012
Active Inference: Demystified and Compared
引用数: 153 • 2021
Active Policy Learning for Robot Planning and Exploration under Uncertainty
Rubén Martínez-Cantín, Nando de Freitas, Randal Douc, José A. Castellanos
引用数: 148 • 2007
Designing Interactions for Robot Active Learners
Maya Çakmak, Crystal Chao, Andrea L. Thomaz
引用数: 148 • 2010
Layered Learning
Peter Stone, Manuela Veloso
引用数: 144 • 2000
Active Inference: Demystified and Compared
引用数: 135 • 2021
Integrating State Representation Learning Into Deep Reinforcement Learning
Tim de Bruin, Jens Kober, Karl Tuyls, Robert Babuška
引用数: 118 • 2018
The design and analysis of efficient learning algorithms
Robert E. Schapire
引用数: 99 • 1992
APRIL: Active Preference Learning-Based Reinforcement Learning
Riad Akrour, Marc Schoenauer, Michèle Sébag
引用数: 94 • 2012
Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications
Zhongkai Hao, Songming Liu, Yichi Zhang, Chengyang Ying, Feng Yao, Hang Su, Jun Zhu
引用数: 90 • 2022
An effective educational tool: construction kits for fun and meaningful learning
Sibel Somyürek
引用数: 76 • 2014