[HTML][HTML] Artificial intelligence in the construction industry: A review of present status, opportunities and future challenges

SO Abioye, LO Oyedele, L Akanbi, A Ajayi… - Journal of Building …, 2021 - Elsevier
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 …

[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 …

[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 …

[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 …

Leveraging pre-trained large language models to construct and utilize world models for model-based task planning

L Guan, K Valmeekam, S Sreedharan… - Advances in …, 2023 - proceedings.neurips.cc
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 …

[BOOK][B] An introduction to multiagent systems

M Wooldridge - 2009 - books.google.com
The study of multi-agent systems (MAS) focuses on systems in which many intelligent agents
interact with each other. These agents are considered to be autonomous entities such as …

[BOOK][B] Planning algorithms

SM LaValle - 2006 - books.google.com
Planning algorithms are impacting technical disciplines and industries around the world,
including robotics, computer-aided design, manufacturing, computer graphics, aerospace …

LLMs can't plan, but can help planning in LLM-modulo frameworks

S Kambhampati, K Valmeekam, L Guan… - arxiv preprint arxiv …, 2024 - arxiv.org
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 …

[BOOK][B] Handbook of constraint programming

F Rossi, P Van Beek, T Walsh - 2006 - books.google.com
Constraint programming is a powerful paradigm for solving combinatorial search problems
that draws on a wide range of techniques from artificial intelligence, computer science …

Monte Carlo tree search: A review of recent modifications and applications

M Świechowski, K Godlewski, B Sawicki… - Artificial Intelligence …, 2023 - Springer
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 …