CORe50: a New Dataset and Benchmark for Continuous Object Recognition (2017)
Continual Reinforcement Learning in 3D Non-stationary Environments (2019)
Learning in embedded systems (1993) [bib]
Foundations of learning in autonomous agents (1991) [bib]
An architecture for intelligent reactive systems (1987) [bib]
An adaptable mobile robot (1992) [bib]
Continual Learning Data Former
A pytorch compatible data loader to create and use sequence of tasks for Continual Learning
Gradient Episodic Memory for Continual Learning
Reproduce paper. Nice repo because baselines and GEM are seamlessly interchangable
Generative Models from the perspective of Continual Learning
Complete repo for experiments in Generative Continual Learning
Online Continual Learning with Maximally Interfered Retrieval
Reproduce paper
Learning to Learn without Forgetting by Maximizing Transfer and Minimizing Interference (MER)
Reproduce paper
https://github.com/xialeiliu/Awesome-Incremental-Learning
Another CL paper repository
https://github.com/prprbr/awesome-lifelong-continual-learning
Another CL paper repository