"task decomposition" Papers

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Agent-Oriented Planning in Multi-Agent Systems

Ao LI, Yuexiang Xie, Songze Li et al.

ICLR 2025arXiv:2410.02189
24
citations

CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation

Jie Liu, Pan Zhou, Yingjun Du et al.

ICLR 2025arXiv:2411.04679
8
citations

ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning

Xiangru Tang, Tianyu Hu, Muyang Ye et al.

ICLR 2025
4
citations

Matryoshka Pilot: Learning to Drive Black-Box LLMs with LLMs

ChangHao Li, Yuchen Zhuang, Rushi Qiang et al.

NEURIPS 2025arXiv:2410.20749
6
citations

Progress Reward Model for Reinforcement Learning via Large Language Models

Xiuhui Zhang, Ning Gao, Xingyu Jiang et al.

NEURIPS 2025

RDD: Retrieval-Based Demonstration Decomposer for Planner Alignment in Long-Horizon Tasks

Mingxuan Yan, Yuping Wang, Zechun Liu et al.

NEURIPS 2025arXiv:2510.14968
1
citations

ControlLLM: Augment Language Models with Tools by Searching on Graphs

Zhaoyang Liu, Zeqiang Lai, Zhangwei Gao et al.

ECCV 2024arXiv:2310.17796
57
citations