Personalization as Inverse Planning: Learning Latent Design Intents for Agentic Slide Generation via Structural Denoising

Personalization as Inverse Planning: Learning Latent Design Intents for Agentic Slide Generation via Structural Denoising

Page-level slide personalization is addressed through a novel framework that formulates the problem as inverse planning and uses a multi-agent reinforcement learning approach to le…

Hugging Face · Daily Papers ·Tianci Liu, Zihan Dong · ·▲ 4 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Tianci Liu, Zihan Dong, Linjun Zhang, Haoyu Wang, jing Gao, Emre Kiciman

  • 4 upvotes da comunidade
  • Temas: Page-level Slide Personalization, inverse planning, design intent, reinforcement learning, multi-agent formulation, policy gradient variance

Resumo

Resumo original (em inglês), extraído do paper:

Page-level slide personalization is addressed through a novel framework that formulates the problem as inverse planning and uses a multi-agent reinforcement learning approach to learn design intents without requiring specific tool knowledge.

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