Continual and Reinforcement Learning for Edge AI
Framework, Foundation, and Algorithm Design
Synthesis Lectures on Learning, Networks, and Algorithms
Wang, Hang
Lin, Sen
Zhang, Junshan
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This book provides a comprehensive introduction to continual and reinforcement learning for edge AI, which investigates how to build an AI agent that can continuously solve new learning tasks and enhance the AI at resource-limited edge devices.