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Large language model and reinforcement learning based autonomous construction and progress updates
Not specified
reinforcement learningautonomous constructionlarge language models
2610.26899
Builder Relevance
2h ago80%
Abstract
This study proposes a method for autonomous construction using large language models and reinforcement learning to enhance building processes.
Reality Card
Core Claim
The study successfully develops an enhanced soft actor-critic reinforcement learning algorithm to autonomously plan actions for a mobile crane in construction tasks.
Method / Result
Feasibility verified through several full-scale retaining wall construction experiments.
Limitations
The paper does not specify the authors or provide detailed reproducibility metrics.
Paper to code
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