Humans have the extraordinary ability to learn continually from experience. Not only can we apply previously learned knowledge and skills to new situations, we can also use these as the foundation for later learning. One of the grand goals of AI is building an artificial “Continual Learning” agent that constructs a sophisticated understanding of the world from its own experience through the autonomous incremental development of ever more complex skills and knowledge.
ContinualAI is an official non-profit research organization and the largest open community on Continual Learning for AI. We aim at connecting people and working better together on this topic, which we consider fundamental for the future of AI. ContinualAI is a striving effort to make research in continual learning and AI more open, collaborative, democratic and transparent. We support open science at every level. Everything made at ContinualAI is open and freely accessible. But, maybe more importantly, all the projects are open-source and collaborative since the beginning (especially in the decision processes) and reflect the needs of the entire community itself. ContinualAI has three main objectives:
Do you want to learn more about ContinualAI? Take a look at our introductory blog post on Medium. We are always happy to add new members and get some help with our projects or simply discuss about about CL, so join us today on slack and become a member, we need your help now! :-)