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The Origins of Lifelong ML: Part 1 of Why LLML is the Next Game-changer of AI
April 16, 2024, 5:17 p.m. | Anand Majmudar
Towards Data Science - Medium towardsdatascience.com
Understanding the power of Lifelong Machine Learning through Q-Learning and Explanation-Based Neural Networks
AI Robot in Space, Generated with GPT-4How does Machine Learning progress from here? Many, if not most, of the greatest innovations in ML have been inspired by Neuroscience. The invention of neural networks and attention-based models serve as prime examples. Similarly, the next revolution in ML will take inspiration from the brain: Lifelong Machine Learning.
Modern ML still lacks humans’ ability to use past information …
lifelong learning machine learning multitask learning neural networks q-learning
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