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cs.AI2024
Online Learning from Strategic Human Feedback in LLM Fine-Tuning
Shugang Hao, Lingjie Duan
Reinforcement learning from human feedback (RLHF) has become an essential step in fine-tuning large language models (LLMs) to align them with human preferences. However, human labe…
cs.LG2024
Algorithm Design for Continual Learning in IoT Networks
Shugang Hao, Lingjie Duan
Continual learning (CL) is a new online learning technique over sequentially generated streaming data from different tasks, aiming to maintain a small forgetting loss on previously…