Automating the Design of Embodied Agent Architectures

Automating the Design of Embodied Agent Architectures

Automated agent architecture search demonstrates potential for improving embodied agent performance while revealing challenges related to optimization signals, local optima, and cr…

Hugging Face · Daily Papers ·Jian Zhou, Sihao Lin · ·▲ 7 upvotes

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

Autores: Jian Zhou, Sihao Lin, Jin Li, Shuai Fu, Gengze Zhou, Qi Wu

  • 7 upvotes da comunidade
  • Temas: Agent Architecture Search, embodied agents, simulator rollouts, AgentCanvas, KDLoop, typed-graph runtime

Resumo

Resumo original (em inglês), extraído do paper:

Automated agent architecture search demonstrates potential for improving embodied agent performance while revealing challenges related to optimization signals, local optima, and credit assignment in simulation-based training.

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