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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Wei Zhu

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Review Open access Sep 2026

Foundation-Model-Assisted Reward Design for Reinforcement Learning: A Review of Reward Program Synthesis, Multimodal Feedback, and Trustworthiness

This review organizes the emerging literature along three complementary directions: reward program synthesis, multimodal feedback, and feedback-driven reward optimization, and proposes a five-level trustworthiness framework spanning format validity, execution validity, semantic validity, behavioral validity, and struct...

Wei Zhu, Jin-Yin Bai, Rui Tang et al. · 0 citations
Open access Aug 2026

ICG-Restore: Intent-Constrained, Graph-Enhanced LLM Planning with Minimal-Edit Repair for Post-Disaster Emergency Communication Recovery

“minimal-edit” is a descriptive label for a bounded local repair principle that prioritizes less disruptive corrections in a bounded local repair principle that prioritizes less disruptive corrections in post-disaster emergency communication recovery.

Jin-Yin Bai, Wei Zhu, Xiang-Chen Wang et al. · 0 citations

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