Resources
Key ideas in continual RL are outlined here to facilitate rapid familiarization with the workshop content.
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Related Conference and Workshops
Continual Adaptation at Scale: Towards Sustainable AI, ICML 2026 Workshop
Lifelong Agents: Learning, Aligning, Evolving, ICLR 2026 Workshop
A Roadmap to Never-Ending Reinforcement Learning, ICLR 2021 Workshop
Tutorials and Courses
Continual Learning with Deep Architectures, ICML 2021 Tutorial, by Vincenzo Lomonaco & Irina Rish
Continual Learning: Towards "Broader" AI, Course at Mila in Winter 2021, by Irian Rish
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