Author

Shuo Han

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#artificial intelligence Preprint Oct 2026

Credit Where It Matters: Dependency-Aware Policy Optimization for Terminal Agents

Terminal-using agents benefit from reinforcement learning (RL) in coding, debugging, and other multi-step terminal tasks. In these tasks, later commands often depend on information or intermediate results produced by earlier commands. However, existing trajectory-level and step-level credit assignment methods do not ex...

Yu Li, Guang-Feng Cai, Long-Fei Li et al. · 0 citations

#machine learning Preprint Aug 2026

RIBOSPAN: A Long-Context RNA Foundation Model for Versatile RNA Modeling

Frozen RNA-type evaluations show that RIBOSPAN learns state-of-the-art RNA representations, with a particularly clear advantage on long RNAs, and emerges as the strongest encoder-only RNA foundation model, achieving state-of-the-art performance in both full-transcript biological property prediction and zero-shot mutati...

Ziyuan Wang, Bo-Hao Tang, Fei Zhang et al. · 0 citations