Online learning

Learning to Track: Online Multi-object Tracking by Decision Making

Xiang Yu, Alexandre Alahi, Silvio Savarese

Citations: 716 • 2015

Preparing for the Unknown: Learning a Universal Policy with Online System Identification

Wenhao Yu, Jie Tan, C. Karen Liu, Greg Turk

Citations: 219 • 2017

Online incremental attribute-based zero-shot learning

P. Kankuekul, Aram Kawewong, Sirinart Tangruamsub, Osamu Hasegawa

Citations: 105 • 2012

Guaranteed Safe Online Learning via Reachability: tracking a ground target using a quadrotor

Jeremy Gillula, Claire J. Tomlin

Citations: 92 • 2012

Deep reinforcement learning control approach to mitigating actuator attacks

Chengwei Wu, Wei Pan, Rick Staa, Jianxing Liu, Guanghui Sun, Ligang Wu

Citations: 89 • 2023

Global Model Learning for Large Deformation Control of Elastic Deformable Linear Objects: An Efficient and Adaptive Approach

Mingrui Yu, Kangchen Lv, Hanzhong Zhong, Shiji Song, Xiang Li

Citations: 82 • 2022

Incremental online sparsification for model learning in real-time robot control

Duy Nguyen-Tuong, Jan Peters

Citations: 73 • 2011

Artificial Intelligence, the Missing Piece of Online Education?

Po-Hsuan Lin, Andrew Wooders, Joseph Tao‐yi Wang, Walter M. Yuan

Citations: 72 • 2018

AWAC: Accelerating Online Reinforcement Learning with Offline Datasets

Ashvin Nair, Abhishek Gupta, Murtaza Dalal, Sergey Levine

Citations: 71 • 2020

Offline-Online Learning of Deformation Model for Cable Manipulation With Graph Neural Networks

Changhao Wang, Yuyou Zhang, Xiang Zhang, Zheng Wu, Xinghao Zhu, Shiyu Jin, Te Tang, Masayoshi Tomizuka

Citations: 62 • 2022

A robot that reinforcement-leams to identify and memorize important previous observations

Boudewijn Bakker, Viktor Zhumatiy, G. Gruener, Jürgen Schmidhuber

Citations: 56 • 2004

Self-supervised learning method for unstructured road detection using Fuzzy Support Vector Machines

Shengyan Zhou, Karl Iagnemma

Citations: 51 • 2010

Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization

Tatsuya Matsushima, Hiroki Furuta, Yutaka Matsuo, Ofir Nachum, Shixiang Gu

Citations: 50 • 2020

Online Deep Fuzzy Learning for Control of Nonlinear Systems Using Expert Knowledge

Andriy Sarabakha, Erdal Kayacan

Citations: 48 • 2019

Video-based road detection via online structural learning

Yuan Yuan, Zhiyu Jiang, Qi Wang

Citations: 47 • 2015

Learning momentum: online performance enhancement for reactive systems

Russell Clark, Ronald C. Arkin, Ashwin Ram

Citations: 43 • 2003

Interactive online learning for obstacle classification on a mobile robot

Viktor Losing, Barbara Hammer, Heiko Wersing

Citations: 43 • 2015

Affective state and learning environment based analysis of students’ performance in online assessment

Parneet Kaur, Harish Kumar, Sakshi Kaushal

Citations: 39 • 2020

Hierarchical Planning Through Goal-Conditioned Offline Reinforcement Learning

Jinning Li, Chen Tang, Masayoshi Tomizuka

Citations: 37 • 2022

Intelligent Agents for Online Learning

Choonhapong Thaiupathump, John R. Bourne, Olin Campbell

Citations: 36 • 2019