Search Results - "Task-oriented data compression"

Task-Oriented Communication Design at Scale

Authors: Mostaani, Arsham Vu, Thang X. Habibi, Hamed et al.

Source: IEEE Transactions on Communications. 73(1):378-393

Subject Terms: Task analysis, Quantization (signal), Training, Costs, Time complexity, Multi-agent systems, Reinforcement learning, Task-oriented data compression, communication for machine learning, joint communication and control, multi-agent systems, reinforcement learning

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-364741
https://doi.org/10.1109/TCOMM.2024.3416898

Scalable Quantification of the Value of Information for Multi-Agent Communications and Control Co-design

Authors: MOSTAANI, Arsham VU, Thang Xuan HABIBI, Hamed et al.

Source: IEEE Global Communications Conference, Kuala Lumpur, Malaysia [MY], 4-8 December

Subject Terms: Task-oriented data compression/quantization, communications for machine learning, machine learning for communications, multiagent systems, reinforcement learning, Engineering, computing & technology, Electrical & electronics engineering, Ingénierie, informatique & technologie, Ingénierie électrique & électronique

Relation: info:eu-repo/grantAgreement/EC/H2020/742648; https://orbilu.uni.lu/handle/10993/58125; info:hdl:10993/58125

Availability: https://orbilu.uni.lu/handle/10993/58125
https://orbilu.uni.lu/bitstream/10993/58125/1/_a619-mostaani%20final.pdf

Centralized Control of a Multi-Agent System Via Distributed and Bit-Budgeted Communications

Authors: MOSTAANI, Arsham VU, Thang Xuan CHATZINOTAS, Symeon et al.

Source: urn:isbn:978-1-66549-122-8 ; 2023 IEEE Wireless Communications and Networking Conference, WCNC 2023 - Proceedings (2023); 2023 IEEE Wireless Communications and Networking Conference (WCNC), Glasgow, Gbr [Gbr], 26-03-2023 => 29-03-2023

Subject Terms: communications for machine learning, data-quantization, distributed edge processing, multi-agent systems, semantic communications, Task-oriented data compression, Centralized controllers, Communication for machine learning, Data quantizations, Joint designs, Machine-learning, Semantic communication, State aggregation, Task-oriented, Engineering (all), Engineering, computing & technology, Electrical & electronics engineering, Ingénierie, informatique & technologie, Ingénierie électrique & électronique

Relation: http://xplorestaging.ieee.org/ielx7/10118584/10118587/10118602.pdf?arnumber=10118602; https://orbilu.uni.lu/handle/10993/58126; info:hdl:10993/58126; https://orbilu.uni.lu/bitstream/10993/58126/1/1570875876%20paper%20%281%29.pdf

Availability: https://orbilu.uni.lu/handle/10993/58126
https://orbilu.uni.lu/bitstream/10993/58126/1/1570875876%20paper%20%281%29.pdf
https://doi.org/10.1109/WCNC55385.2023.10118602

INDIRECT TASK-ORIENTED COMMUNICATION DESIGN FOR CONTROL AND DECISION MAKING IN MULTI-AGENT SYSTEMS

Authors: Mostaani, Arsham ERC 742648 [sponsor] Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SIGCOM - Signal Processing & Communications [research center] et al.

Contributors: Mostaani, Arsham ERC 742648 [sponsor] Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SIGCOM - Signal Processing & Communications [research center] et al.

Subject Terms: Multidisciplinaire, généralités & autres [C99] [Ingénierie, informatique & technologie], goal-oriented communications, Multidisciplinary, general & others [C99] [Engineering, computing & technology], Communications and control co-design, multi-agent communications, Semantic Communications, multi-agent systems, data quantization, task-oriented data compression, task-oriented communications, data compression

File Description: xxx, 177

Access URL: http://orbilu.uni.lu/handle/10993/55327

INDIRECT TASK-ORIENTED COMMUNICATION DESIGN FOR CONTROL AND DECISION MAKING IN MULTI-AGENT SYSTEMS

Authors: Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SIGCOM - Signal Processing & Communications [research center] ERC 742648 [sponsor] Mostaani, Arsham

Index Terms: Semantic Communications, Communications and control co-design, goal-oriented communications, task-oriented communications, multi-agent communications, multi-agent systems, data quantization, data compression, task-oriented data compression, info:eu-repo/semantics/doctoralThesis

URL: http://orbilu.uni.lu/handle/10993/55327
http://orbilu.uni.lu/bitstream/10993/55327/1/PhD_Thesis___Submitted___27_04_2023%20%285%29.pdf