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Home/Authors/Mustafa Anis Hussain

Mustafa Anis Hussain

1 indexed paper

Recent (6 mo)
1
With code
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Publications per year

1
26

Top categories

AI×1

Frequent co-authors

Xinle Wu1×
Yao Lu1×

Research Timeline

2026
Planner-Centric Reinforcement Learning for Deep Research with Structure-Aware Reward

The paper proposes DecomposeR, a planner-centric framework that structures deep research into typed Directed Acyclic Graphs (DAGs) to explicitly improve the planning and execution of large language models for complex, multi-branch inquiries.

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Papers

cs.AIRecentMay 29, 2026

Planner-Centric Reinforcement Learning for Deep Research with Structure-Aware Reward

Mustafa Anis Hussain, Xinle Wu, Yao Lu

The paper proposes DecomposeR, a planner-centric framework that structures deep research into typed Directed Acyclic Graphs (DAGs) to explicitly improve the planning and execution of large language mo…

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