Zobrazeno 1 - 10
of 3 824
pro vyhledávání: '"reinforcement learning (RL)"'
Publikováno v:
Complex & Intelligent Systems, Vol 11, Iss 1, Pp 1-14 (2024)
Abstract Adaptive traffic signal control is the core of the intelligent transportation system (ITS), which can effectively reduce the pressure on traffic congestion and improve travel efficiency. Methods based on deep Q-leaning network (DQN) have bec
Externí odkaz:
https://doaj.org/article/ef9144d119a748d7ab8bffae18561139
Autor:
Saadat Izadi, Mohamad Forouzanfar
Publikováno v:
AI, Vol 5, Iss 2, Pp 803-841 (2024)
This study explores the progress of chatbot technology, focusing on the aspect of error correction to enhance these smart conversational tools. Chatbots, powered by artificial intelligence (AI), are increasingly prevalent across industries such as cu
Externí odkaz:
https://doaj.org/article/f5f7b34727f0417b8347af550660bf88
Publikováno v:
ICT Express, Vol 10, Iss 3, Pp 472-478 (2024)
In CRNs, it is crucial to develop an efficient and reliable spectrum detector that consistently provides accurate information about the channel state. In this work, we investigate a CSS in a fully-distributed environment where all secondary users (SU
Externí odkaz:
https://doaj.org/article/6de8f73506c04ee6873c90ed9030213d
Autor:
Sunil Kumar
Publikováno v:
Big Data Mining and Analytics, Vol 7, Iss 2, Pp 271-293 (2024)
Open Air Interface (OAI) alliance recently introduced a new disaggregated Open Radio Access Networks (O-RAN) framework for next generation telecommunications and networks. This disaggregated architecture is open, automated, software defined, virtual,
Externí odkaz:
https://doaj.org/article/d5a0add25d7943c1926dbae8011fac2f
Publikováno v:
Journal of Cloud Computing: Advances, Systems and Applications, Vol 13, Iss 1, Pp 1-24 (2024)
Abstract The integration of new Internet of Things (IoT) applications and services heavily relies on task offloading to external devices due to the constrained computing and battery resources of IoT devices. Up to now, Cloud Computing (CC) paradigm h
Externí odkaz:
https://doaj.org/article/34d162c1282748dda8541d32a5f7da22
Autor:
Guanzong Mo, Yixin Lyu
Publikováno v:
PeerJ Computer Science, Vol 10, p e2126 (2024)
This article proposes an optimized backstepping control strategy designed for a category of nonlinear stochastic strict-feedback multi-agent systems (MASs) with sensor faults. The plan formulates optimized solutions for the respective subsystems by d
Externí odkaz:
https://doaj.org/article/11beef39e18541af994855f54b093884
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-15 (2024)
Abstract The Internet era is an era of information explosion. By 2022, the global Internet users have reached more than 4 billion, and the social media users have exceeded 3 billion. People face a lot of news content every day, and it is almost impos
Externí odkaz:
https://doaj.org/article/d0a9d6107b4341aea2bfb42304e8c2a0
Publikováno v:
IEEE Access, Vol 12, Pp 162451-162464 (2024)
In order to overcome the uncertainty of the securities market environment, in this paper we propose an investment method based on Reinforcement Learning (RL) with combining different behavioral preferences. The investment method is achieved by using
Externí odkaz:
https://doaj.org/article/b9461b71eb024fd182c50ebb2d2a0995
Publikováno v:
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 32, Pp 3615-3624 (2024)
Deep Brain Stimulation (DBS) is effective for movement disorders, particularly Parkinson’s disease (PD). However, a closed-loop DBS system using reinforcement learning (RL) for automatic parameter tuning, offering enhanced energy efficiency and the
Externí odkaz:
https://doaj.org/article/803e5908065c48eb830fe7de77c7edd3
Autor:
Ali Majid Hasan Alibraheemi, Mhd Nour Hindia, Tengku Faiz Tengku Mohmed Noor Izam, Kaharudin Dimyati
Publikováno v:
IEEE Access, Vol 12, Pp 131217-131229 (2024)
Device-to-Device (D2D) communication has shown great potential as a technology for beyond-fifth-generation (B5G) heterogeneous networks (HetNets) to meet the increasing needs of smart mobile devices. However, the implementation of D2D communications
Externí odkaz:
https://doaj.org/article/bfc7d46763504428bfa8f3cece48be22