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cs.AI2026
Self-Improving Agents with World Model Predictive Paths
Haori Lu, Tianyu Gao, Yaoyao Liu +1
Large language model (LLM) agents are increasingly expected to interact with environments and improve their decisions during deployment. However, how anticipating future outcomes a…
cs.AI2025
How to Teach Large Multimodal Models New Skills
Zhen Zhu, Yiming Gong, Yao Xiao +2
How can we teach large multimodal models (LMMs) new skills without erasing prior abilities? We study sequential fine-tuning on five target skills while monitoring general ability o…