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[Open World Lifelong Learning Course] Lecture #1: Introduction and Motivation
[Open World Lifelong Learning Course] Lecture #2: knowledge transfer, adaptation, continual learning
[Open World Lifelong Learning Course] Lecture #7: Evaluation - what to measure & general challenges
[Open World Lifelong Learning Course] Lecture #8: Learning & prediction in presence of the unknown
[Open World Lifelong Learning Course] Lecture #9: order, difficulty & curriculum learning.
[Open World Lifelong Learning Course] Lecture #3: knowledge retention, optimization & forgetting
[Open World Lifelong Learning Course] Lecture #4: Rehearsal - knowledge retention/forgetting part 2
[Open World Lifelong Learning Course] Lecture #6: Modular/dynamic (neural) architectures
To Escape Boredom, Do These Things!
[Open World Lifelong Learning Course] Lecture #5: Active learning - querying future data
[Open World Lifelong Learning Course] Lecture #11: Continual reinforcement learning - Massimo Caccia
[Open World Lifelong Learning Course] Lecture #10: The role of soft + hardware & PyTorch Avalanche