Inductive transfer

Continual lifelong learning with neural networks: A review

German I. Parisi, Ronald Kemker, Jose L. Part, Christopher Kanan, Stefan Wermter

引用数: 2977 • 2019

Explanation-Based Neural Network Learning: A Lifelong Learning Approach

Sebastian Thrun

引用数: 154 • 2012

Not Deep Learning but Autonomous Learning of Open Innovation for Sustainable Artificial Intelligence

JinHyo Joseph Yun, Doo-Seok Lee, Heungju Ahn, KyungBae Park, Tan Yiğitcanlar

引用数: 68 • 2016

Towards grounding concepts for transfer in goal learning from demonstration

Crystal Chao, Maya Çakmak, Andrea L. Thomaz

引用数: 62 • 2011

Integrating inductive neural network learning and explanation-based learning

Sebastian Thrun, Tom M. Mitchell

引用数: 47 • 1993

Combining Model-Based $Q$ -Learning With Structural Knowledge Transfer for Robot Skill Learning

Zhen Deng, Haojun Guan, Rui Huang, Hongzhuo Liang, Liwei Zhang, Jianwei Zhang

引用数: 37 • 2017

Hypothesis Transfer Learning via Transformation Functions

Simon S. Du, Jayanth Koushik, Aarti Singh, Barnabás Póczos

引用数: 28 • 2017

An improved reinforcement learning algorithm based on knowledge transfer and applications in autonomous vehicles

Derui Ding, Zifan Ding, Guoliang Wei, Fei Han

引用数: 20 • 2019

A Cognitive Science Based Machine Learning Architecture

Sidney K. D’Mello, Stan Franklin, Uma Ramamurthy, Bernard J. Baars

引用数: 17 • 2006

Inter-robot transfer learning for perceptual classification

Zsolt Kira

引用数: 15 • 2010

Cognitive robots learning failure contexts through real-world experimentation

Sertaç Karapınar, Sanem Sarıel

引用数: 13 • 2015

Path planning for autonomous mobile robot using transfer learning-based Q-learning

Shengshuai Wu, Jinwen Hu, Chunhui Zhao, Quan Pan

引用数: 9 • 2020

Learning more from less data: experiments with lifelong robot learning

Sebastian Thrun

引用数: 9 • 1996

Shared Trained Models Selection and Management for Transfer Reinforcement Learning in Open IoT

Hirofumi Noguchi, Takuma Isoda, Seisuke Arai

引用数: 1 • 2021

Innovative Machine Learning Solutions: Investigating Algorithms and Applications

Sayed Mazhar Ali Shah, Assadullah Soomro, Kashif Hussain, Mushtaque Ahmed Rahu, Sarang Karim

引用数: 1 • 2024

A Comprehensive Survey of Transfer Learning Techniques and Applications Across Domains

Preety Kakchingtabam, B K Sakshi, Priyanka Jadav, H Harshavardhan

引用数: 1 • 2025