[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] 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 …
[HTML][HTML] Artificial intelligence in supply chain management: A systematic literature review
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 …
[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 …
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 …
[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 …
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 …
including robotics, computer-aided design, manufacturing, computer graphics, aerospace …
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 …
[BOOK][B] Handbook of constraint programming
Constraint programming is a powerful paradigm for solving combinatorial search problems
that draws on a wide range of techniques from artificial intelligence, computer science …
that draws on a wide range of techniques from artificial intelligence, computer science …
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 …