Zobrazeno 1 - 10
of 3 872
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
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 1995-2009 (2025)
Due to its limited transmit power and smaller receiving antenna array, compact high-frequency surface wave radar often encounters increased challenges in detecting and tracking sea-surface targets continuously. In tracking scenarios with dense clutte
Externí odkaz:
https://doaj.org/article/d57506844daa468fa003eff65bb03ffb
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
Autor:
Jongseon Seo, Hyungmin Cho
Publikováno v:
IEEE Access, Vol 12, Pp 189288-189296 (2024)
As the prevalence of faulty chips increases post-deployment, effective in-field testing is imperative. This paper introduces a novel approach for generating software-based self-test (SBST) programs for processor cores using reinforcement learning (RL
Externí odkaz:
https://doaj.org/article/7fc6122f937c4652b3a1c9f7c70c7981
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