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Artificial Intelligence for Vehicle-to-Everything: A Survey

Wang Tong, Azhar Hussain, Wang Xi Bo, Sabita Maharjan
2019 IEEE Access  
Artificial intelligence (AI) has been widely used to optimize traditional data-driven approaches in different areas of the scientific research.  ...  This paper presents a comprehensive survey of the research works that have utilized AI to address various research challenges in V2X systems.  ...  This work jointly considers the users satisfaction, the cellular network operator's revenue, and the offloading performance, and devises a mechanism called Congestion Game-based Offloading (CGO).  ... 
doi:10.1109/access.2019.2891073 fatcat:kpojxobitvd7fdinkvqnchvtdm

Vehicle Routing Optimisation in Humanitarian Operations: A Survey on Modelling and Optimisation Approaches

Wadi Khalid Anuar, Lai Soon Lee, Stefan Pickl, Hsin-Vonn Seow
2021 Applied Sciences  
The growing field of humanitarian operations is driven by frequent events of disasters seen in the world today.  ...  Within this field, Operations Research (OR) plays a critical role in alleviating the suffering of victims that are impacted by disasters.  ...  Abbreviations The following abbreviations are used in this manuscript:  ... 
doi:10.3390/app11020667 fatcat:vo7i2wwz7vevvohbzqyn7v72ke

Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey [article]

Roxana Rădulescu, Patrick Mannion, Diederik M. Roijers, Ann Nowé
2019 arXiv   pre-print
Starting from the execution phase, in which the selected policies are applied and the utility for the users is attained, we analyse which solution concepts apply to the different settings in our taxonomy  ...  We argue that, in MOMAS, such compromises should be analysed on the basis of the utility that these compromises have for the users of a system.  ...  These include: multi-objective weighted constraint satisfaction problems (MO-WCSPs) [94] and Multi-objective Constraint Optimisation Problems (MOCOPs) [65, 67] .  ... 
arXiv:1909.02964v1 fatcat:esizgbvjfbejfacjpwq5c4ujze

Harnessing Big Data for the Sharing Economy in Smart Cities

Zhenyu Shou
Furthermore, noticing that city planners can impact the behavior of agents via some operational measures such as congestion pricing and signal control, this dissertation investigates the overall bilevel  ...  The modified MDP approach is found to outperform the baseline (i.e., the local hotspot strategy) in terms of both the rate of return and the utilization rate.  ...  MARL and Multi-agent Markov game As a game-theoretic framework for MARL, Markov game [101] is a generalization of MDPs to multiple interacting agents with competing goals, in which the environment makes  ... 
doi:10.7916/d8-qn07-w207 fatcat:ojidfovotbdntp4qdt55lnsbbm

Dagstuhl Reports, Volume 8, Issue 3, March 2018, Complete Issue [article]

of an unknown MDP.  ...  Using the NWR, states in the same equivalence class can be collapsed. Then, actions leading to sub-optimal states can be removed. Our main results are as follows. 1.  ...  Stochastic Atomic Congestion Games Marc Schröder (RWTH Aachen, DE) We consider an atomic network congestion game in which each player is drawn independently with a given probability to play the game.  ... 
doi:10.4230/dagrep.8.3 fatcat:d7bgvlx2nzhbdaocgdmjeyop6u

5G Norma Network Architecture – Final Report

2017 Zenodo  
This deliverable further presents the assessment and verification of the architecture based on realistic evaluation cases from the London study area defined in WP2.  ...  The security analysis in radio and core network domain has fuelled novel security concepts specifically addressing the challenges of multi-tenant and multi-service mobile networks with decomposed network  ...  charging, and road tolls.  ... 
doi:10.5281/zenodo.1120247 fatcat:kheylapulffzpmdkbe3tuxlb3i

Efficient AI and Prediction Techniques for Smart 5G-enabled Vehicular Networks [article]

Noura Aljeri, University, My
Next, we design an efficient handover trigger scheme based on time-series prediction and a novel online neural network-based next roadside unit prediction protocol for smart vehicular networks.  ...  to cope with the latest advances in wireless mobile communication.  ...  [145] introduced Value Iteration Algorithm (VIA) and a Markov decision process (MDP) framework for optimal handoff decisions in mmWave Cellular networks.  ... 
doi:10.20381/ruor-25721 fatcat:i3hyncpxcnaqfm53vvjdmg56l4

Gated-ness, Income Segregation and Neighbourhood Cohesion in Two Western Canadian Metropolises [article]

Karim Wagih Fawzi Youssef, University Of Calgary, University Of Calgary, Sasha Tsenkova
Rather, it suggests that in as much as a neighbourhood is successful in conveying a cohesive image for such a domain, in as much do residents identify with the neighbourhood and with each other.  ...  This research introduces new typologies in order to differentiate neighbourhoods along those two structural aspects.  ...  Either an online survey or a phone survey could be used in order to reach the required sample size.  ... 
doi:10.11575/prism/26259 fatcat:fw6kyxho3jfr3dltdou7kfbkby

Making Federalism through Law: Regulating Socio-economic Challenges of Energy Development, a Case Study of Alberta's Oil sands and the Regional Municipality of Wood Buffalo [article]

Chidinma Bernadine Thompson, University Of Calgary, University Of Calgary, Alastair Lucas, Arlene Kwasniak
None of the recently adopted initiatives by the province seems to have closed this gap in the regulatory framework.  ...  the host areas, difficulty in attracting and retaining a workforce, and greater risk to energy resource development and huge private investment.  ...  the game for all to know and whose openness enables all in the polity to play.  ... 
doi:10.11575/prism/26816 fatcat:plrermu3xrhxhgy66qrhclvxd4

Non-intrusive user modelling and behaviour prediction in museums

Fabian Bohnert
To assist visitors in this selection process, computer-based technology can process non-intrusive observations of visitors' movements in the physical museum to provide input to our models.  ...  Our models in turn will eventually enable personalised exhibit recommendations based on the predictions they generate.  ...  credit card terminals, computer login screens, or electronic highway toll systems).  ... 
doi:10.4225/03/58929562c5e69 fatcat:vymyhozryvc4pjyosjl2p7p4ue

Sustainable Development in Russia Sustainable Development in Russia Sustainable Development in Russia

Sergei Bobylev, Renat Perelet, Sergei Bobylev, Renat Perelet
play a role in filling in the details of national policy and practice in environmental protection and sustainable development.  ...  The Russian government is currently considering joining the UNECE Convention on Access to Information, Public Participation in Decision-making and Access to Justice in Environmental Matters, usually known  ...  constraints on access to export markets for Russian goods and services.  ... 

Downtown lands redevelopment option - Red Deer, Alberta [article]

Timothy John Kroeker, University Of Calgary, University Of Calgary, Richard M. Levy
In particular, the enthusiasm and encouragement of Professor Cherie Enns; MCIP, ignited within me the desire to learn of, and participate in, my profession of choice.  ...  Her support, assistance, encouragement in every respect throughout this process was essential to its successful completion.  ...  The causes may be inadvertent, in that a species arrives in a new area by coming in via cargo. Conversely, a species may arrive as an intended coloniser.  ... 
doi:10.11575/prism/20685 fatcat:vpmobz4xjzenzgq7ufqypdxkcm