Task-Effective Compression of Observations for the Centralized Control
of a Multi-agent System Over Bit-Budgeted Channels

Task-Effective Compression of Observations for the Centralized Control of a Multi-agent System Over Bit-Budgeted Channels

4 January 2023

Arsham Mostaani

Symeon Chatzinotas

Björn E. Ottersten

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Papers citing "Task-Effective Compression of Observations for the Centralized Control of a Multi-agent System Over Bit-Budgeted Channels"

14 / 14 papers shown

Title
Learning to Communicate with Intent: An Introduction M. A. Gutierrez-Estevez Yiqun Wu Chan Zhou 25 3 0 17 Nov 2022
Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data Hongwei Zhang Shuo Shao M. Tao X. Bi Khaled B. Letaief 64 140 0 30 Apr 2022
An Indirect Rate-Distortion Characterization for Semantic Sources: General Model and the Case of Gaussian Observation Jiakun Liu Shuo Shao Wenyi Zhang H. Vincent Poor 87 35 0 29 Jan 2022
The Emergence of Wireless MAC Protocols with Multi-Agent Reinforcement Learning Mateus P. Mota Álvaro Valcarce J. Gorce J. Hoydis 65 40 0 16 Aug 2021
6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications Emilio Calvanese Strinati Sergio Barbarossa 86 395 0 04 Nov 2020
Task-Oriented Data Compression for Multi-Agent Communications Over Bit-Budgeted Channels Arsham Mostaani T. Vu Symeon Chatzinotas Björn E. Ottersten 40 11 0 28 May 2020
Who2com: Collaborative Perception via Learnable Handshake Communication Yen-Cheng Liu Junjiao Tian Chih-Yao Ma Nathan Glaser Chia-Wen Kuo Z. Kira 73 165 0 21 Mar 2020
Deep Task-Based Quantization Nir Shlezinger Yonina C. Eldar MQ 46 61 0 01 Aug 2019
On the Pitfalls of Measuring Emergent Communication Ryan J. Lowe Jakob N. Foerster Y-Lan Boureau Joelle Pineau Yann N. Dauphin 136 135 0 12 Mar 2019
Learning to Schedule Communication in Multi-agent Reinforcement Learning Daewoo Kim Sang-chul Moon D. Hostallero Wan Ju Kang Taeyoung Lee Kyunghwan Son Yung Yi 74 208 0 05 Feb 2019
COME TOGETHER: Multi-Agent Geometric Consensus (Gathering, Rendezvous, Clustering, Aggregation) Ariel Barel Rotem Manor A. Bruckstein 24 22 0 04 Feb 2019
Counterfactual Multi-Agent Policy Gradients Jakob N. Foerster Gregory Farquhar Triantafyllos Afouras Nantas Nardelli Shimon Whiteson 156 2,090 0 24 May 2017
Learning to Communicate with Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Yannis Assael Nando de Freitas Shimon Whiteson 162 1,614 0 21 May 2016
The Communicative Multiagent Team Decision Problem: Analyzing Teamwork Theories and Models David Pynadath Milind Tambe 114 120 0 22 Jun 2011

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