Zobrazeno 1 - 10
of 30 597
pro vyhledávání: '"Actor critic"'
Text-To-SQL (T2S) conversion based on large language models (LLMs) has found a wide range of applications, by leveraging the capabilities of LLMs in interpreting the query intent expressed in natural language. Existing research focuses on suitable re
Externí odkaz:
http://arxiv.org/abs/2410.22082
Autonomous unmanned aerial vehicle (UAV) swarm networks (UAVSNs) can effectively execute surveillance, connectivity, and computing services to ground users (GUs). These missions require trajectory planning, UAV-GUs association, task offloading, next-
Externí odkaz:
http://arxiv.org/abs/2410.06627
Autor:
Si, Jinghua1 (AUTHOR), Li, Xinyu1 (AUTHOR) lixinyu@mail.hust.edu.cn, Gao, Liang1 (AUTHOR), Li, Peigen1 (AUTHOR)
Publikováno v:
International Journal of Production Research. Dec2024, Vol. 62 Issue 23, p8260-8275. 16p.
Publikováno v:
ISBN: 978-0-6455655-2-2 ISSN: 1448-2053
One of the bottlenecks preventing Deep Reinforcement Learning algorithms (DRL) from real-world applications is how to explore the environment and collect informative transitions efficiently. The present paper describes bounded exploration, a novel ex
Externí odkaz:
http://arxiv.org/abs/2412.06139
Autor:
Mohammadi, Esmaeel, Ortiz-Arroyo, Daniel, Hansen, Aviaja Anna, Stokholm-Bjerregaard, Mikkel, Gros, Sebastien, Anand, Akhil S, Durdevic, Petar
Wastewater treatment plants face unique challenges for process control due to their complex dynamics, slow time constants, and stochastic delays in observations and actions. These characteristics make conventional control methods, such as Proportiona
Externí odkaz:
http://arxiv.org/abs/2411.18305
The effectiveness of Large Language Models (LLMs) in solving tasks vastly depends on the quality of the instructions, which often require fine-tuning through extensive human effort. This highlights the need for automated instruction optimization; how
Externí odkaz:
http://arxiv.org/abs/2411.12736
In this work, we explore UAV-assisted reconfigurable intelligent surface (RIS) technology to enhance downlink communications in wireless networks. By integrating RIS on both UAVs and ground infrastructure, we aim to boost network coverage, fairness,
Externí odkaz:
http://arxiv.org/abs/2411.10882
With the rapid advancement of the Internet of Things (IoT) and Artificial Intelligence (AI), intelligent information services are being increasingly integrated across various sectors, including healthcare, industry, and transportation. Traditional so
Externí odkaz:
http://arxiv.org/abs/2411.10815
Large language models (LLMs) have demonstrated a remarkable ability to serve as general-purpose tools for various language-based tasks. Recent works have demonstrated that the efficacy of such models can be improved through iterative dialog between m
Externí odkaz:
http://arxiv.org/abs/2411.00053
The ``AI Olympics with RealAIGym'' competition challenges participants to stabilize chaotic underactuated dynamical systems with advanced control algorithms. In this paper, we present a novel solution submitted to IROS'24 competition, which builds up
Externí odkaz:
http://arxiv.org/abs/2410.20096