Suggested further readings

Tutorial 1: The problem of changing data distributions¶

• Environment and Distribution Shift

Tutorial 2: Continual learning¶

• Continual Lifelong Learning with Neural Networks: A Review

• ContinualAI

• A Comprehensive Survey of Continual Learning: Theory, Method and Application

• Brain-inspired replay for continual learning with artificial neural networks

Tutorial 3: Meta-learning¶

• Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

• An Interactive Introduction to Model-Agnostic Meta-Learning

Tutorial 4: Biological meta reinforcement learning¶

• Meta-Learning by the Baldwin Effect

• Prefrontal cortex as a meta-reinforcement learning system

• Reinforcement Learning, Fast and Slow

Tutorial 5: Replay¶

• Experience Replay for Continual Learning