[HTML][HTML] Artificial intelligence in the construction industry: A review of present status, opportunities and future challenges
The growth of the construction industry is severely limited by the myriad complex challenges
it faces such as cost and time overruns, health and safety, productivity and labour shortages …
it faces such as cost and time overruns, health and safety, productivity and labour shortages …
[HTML][HTML] Artificial intelligence in supply chain management: A systematic literature review
R Toorajipour, V Sohrabpour, A Nazarpour… - Journal of Business …, 2021 - Elsevier
This paper seeks to identify the contributions of artificial intelligence (AI) to supply chain
management (SCM) through a systematic review of the existing literature. To address the …
management (SCM) through a systematic review of the existing literature. To address the …
Leveraging pre-trained large language models to construct and utilize world models for model-based task planning
There is a growing interest in applying pre-trained large language models (LLMs) to
planning problems. However, methods that use LLMs directly as planners are currently …
planning problems. However, methods that use LLMs directly as planners are currently …
[HTML][HTML] Automated machine learning: Review of the state-of-the-art and opportunities for healthcare
J Waring, C Lindvall, R Umeton - Artificial intelligence in medicine, 2020 - Elsevier
Objective This work aims to provide a review of the existing literature in the field of
automated machine learning (AutoML) to help healthcare professionals better utilize …
automated machine learning (AutoML) to help healthcare professionals better utilize …
LLMs can't plan, but can help planning in LLM-modulo frameworks
There is considerable confusion about the role of Large Language Models (LLMs) in
planning and reasoning tasks. On one side are over-optimistic claims that LLMs can indeed …
planning and reasoning tasks. On one side are over-optimistic claims that LLMs can indeed …
Monte Carlo tree search: A review of recent modifications and applications
Abstract Monte Carlo Tree Search (MCTS) is a powerful approach to designing game-
playing bots or solving sequential decision problems. The method relies on intelligent tree …
playing bots or solving sequential decision problems. The method relies on intelligent tree …
[HTML][HTML] The Internet of Everything: Smart things and their impact on business models
The internet of everything (IoE), connecting people, organizations and smart things,
promises to fundamentally change how we live, work and interact, and it may redefine a …
promises to fundamentally change how we live, work and interact, and it may redefine a …
[HTML][HTML] Explanation in artificial intelligence: Insights from the social sciences
T Miller - Artificial intelligence, 2019 - Elsevier
There has been a recent resurgence in the area of explainable artificial intelligence as
researchers and practitioners seek to provide more transparency to their algorithms. Much of …
researchers and practitioners seek to provide more transparency to their algorithms. Much of …
Benchmark and survey of automated machine learning frameworks
Abstract Machine learning (ML) has become a vital part in many aspects of our daily life.
However, building well performing machine learning applications requires highly …
However, building well performing machine learning applications requires highly …
Codeplan: Repository-level coding using llms and planning
Software engineering activities such as package migration, fixing error reports from static
analysis or testing, and adding type annotations or other specifications to a codebase …
analysis or testing, and adding type annotations or other specifications to a codebase …