Zobrazeno 1 - 10
of 3 772
pro vyhledávání: '"Actor critic"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-21 (2024)
Abstract The urbanization process has led to a significant increase in energy consumption and carbon emissions, which can be mitigated through scientific urban planning and management. This research proposes a bottom-up urban carbon emission mitigati
Externí odkaz:
https://doaj.org/article/44808fc0edb945e8a857246768070db3
Publikováno v:
Digital Communications and Networks, Vol 10, Iss 5, Pp 1405-1414 (2024)
In Software-Defined Networks (SDNs), determining how to efficiently achieve Quality of Service (QoS)-aware routing is challenging but critical for significantly improving the performance of a network, where the metrics of QoS can be defined as, for e
Externí odkaz:
https://doaj.org/article/5eb59c115fb3434fbe176dd95d536a07
Publikováno v:
电力工程技术, Vol 43, Iss 5, Pp 233-246 (2024)
Virtual power plants, as a comprehensive energy network with multi-energy flow interconnection, have become an important player in China's accelerated pursuit of its dual carbon goals. However, it is difficult to coordinate internal resources with lo
Externí odkaz:
https://doaj.org/article/7ec05b7b5f7340998b53c72dc0eb0500
Publikováno v:
工程科学学报, Vol 46, Iss 7, Pp 1237-1250 (2024)
Collaborative encirclement of multiple unmanned ground vehicles (UGVs) is a focal challenge in the realm of multiagent collaborative tasks, representing a fundamental issue in complex undertakings such as multiagent collaborative search and intercept
Externí odkaz:
https://doaj.org/article/c43b0a926b464906bf5794cd706c6bfb
Autor:
Bodong Tao, Jae-Hoon Kim
Publikováno v:
Journal of King Saud University: Computer and Information Sciences, Vol 36, Iss 10, Pp 102254- (2024)
Path planning for robots in dynamic environments is a challenging task, as it requires balancing obstacle avoidance, trajectory smoothness, and path length during real-time planning.This paper proposes an algorithm called Adaptive Soft Actor–Critic
Externí odkaz:
https://doaj.org/article/f95f9265c8104e358fd14200e81965a7
Publikováno v:
Array, Vol 24, Iss , Pp 100365- (2024)
Modern cybersecurity best practices and standards require continuous Vulnerability Assessment (VA) and Penetration Test (PT). These activities are human- and time-expensive. The research community is trying to propose autonomous or semi-autonomous so
Externí odkaz:
https://doaj.org/article/eb1f9eae75b2488c91ce56d34e40bee4
Publikováno v:
Intelligent and Converged Networks, Vol 5, Iss 2, Pp 81-99 (2024)
We explore the use of caching both at the network edge and within User Equipment (UE) to alleviate traffic load of wireless networks. We develop a joint cache placement and delivery policy that maximizes the Quality of Service (QoS) while simultaneou
Externí odkaz:
https://doaj.org/article/edf442673e9f452ca1a73d2051dc8091
Building Detection based on Faster RCNN with Distributional Soft Actor-Critic with Three Refinements
Autor:
A. Amala Arul Reji, S. Muruganantham
Publikováno v:
Applications of Modelling and Simulation, Vol 8, Pp 201-212 (2024)
This research presents a comprehensive framework for building detection in high-resolution images, integrating advanced techniques from computer vision and reinforcement learning. The methodology employs the Faster Region-based Convolutional Neural N
Externí odkaz:
https://doaj.org/article/643d71ffbc5a47148726101845bf9fbe
Autor:
Jineng Ren
Publikováno v:
International Journal of Computational Intelligence Systems, Vol 17, Iss 1, Pp 1-18 (2024)
Abstract This paper proposes a gradient-based multi-agent actor-critic algorithm for off-policy reinforcement learning using importance sampling. Our algorithm is incremental with full gradients, and its complexity per iteration scales linearly with
Externí odkaz:
https://doaj.org/article/3fd1277c9b234751b5bfbbae5d5a0742
Autor:
Chosei Rei, Qichao Wang, Linlin Chen, Xinhua Yan, Peng Zhang, Liwei Fu, Chong Wang, Xinghui Liu
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-15 (2024)
Abstract Since conventional PID (Proportional–Integral–Derivative) controllers hardly control the robot to stabilize for constant force grinding under changing environmental conditions, it is necessary to add a compensation term to conventional P
Externí odkaz:
https://doaj.org/article/a7e84e459a534d80950f2d3401dda2d2