Emergent Multi-Agent Communication in the Deep Learning Era

3 June 2020

Papers citing "Emergent Multi-Agent Communication in the Deep Learning Era"

50 / 113 papers shown

Title
EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation Xinyi Mou Chen Qian Wei Liu Xuanjing Huang Zhongyu Wei LLMAG 28 0 0 11 May 2025
Metropolis-Hastings Captioning Game: Knowledge Fusion of Vision Language Models via Decentralized Bayesian Inference Yuta Matsui Ryosuke Yamaki Ryo Ueda Seitaro Shinagawa Tadahiro Taniguchi MLLM 38 1 0 13 Apr 2025
Wanting to be Understood Chrisantha Fernando Dylan Banarse Simon Osindero 36 0 0 09 Apr 2025
System 0/1/2/3: Quad-process theory for multi-timescale embodied collective cognitive systems Tadahiro Taniguchi Yasushi Hirai Masahiro Suzuki Shingo Murata Takato Horii Kazutoshi Tanaka AI4CE 55 0 0 08 Mar 2025
Shaping Shared Languages: Human and Large Language Models' Inductive Biases in Emergent Communication Tom Kouwenhoven Max Peeperkorn R. D. Kleijn Tessa Verhoef 64 0 0 06 Mar 2025
Unsupervised Translation of Emergent Communication Ido Levy Orr Paradise Boaz Carmeli Ron Meir S. Goldwasser Yonatan Belinkov 126 0 0 11 Feb 2025
Preventing Rogue Agents Improves Multi-Agent Collaboration Ohav Barbi Ori Yoran Mor Geva 48 1 0 09 Feb 2025
Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference Matthew D Riemer G. Subbaraj Glen Berseth Irina Rish OffRL 77 1 0 18 Dec 2024
SimSiam Naming Game: A Unified Approach for Representation Learning and Emergent Communication Nguyen Le Hoang T. Taniguchi Fang Tianwei Akira Taniguchi 27 1 0 29 Oct 2024
A Scalable Communication Protocol for Networks of Large Language Models Samuele Marro Emanuele La Malfa Jesse Wright G. Li Nigel Shadbolt Michael Wooldridge Philip H. S. Torr GNN AIFin 35 7 0 14 Oct 2024
Exploring Large Language Models Through a Neurodivergent Lens: Use, Challenges, Community-Driven Workarounds, and Concerns Buse Çarik Kaike Ping Xiaohan Ding Eugenia H. Rho 21 2 0 08 Oct 2024
Hidden in Plain Text: Emergence & Mitigation of Steganographic Collusion in LLMs Yohan Mathew Ollie Matthews Robert McCarthy Joan Velja Christian Schroeder de Witt Dylan R. Cope Nandi Schoots 24 3 0 02 Oct 2024
PACE: Abstractions for Communicating Efficiently Jonathan D. Thomas Andrea Silvi Devdatt Dubhashi Vikas Garg LLMAG 26 0 0 30 Sep 2024
What does Kiki look like? Cross-modal associations between speech sounds and visual shapes in vision-and-language models Tessa Verhoef Kiana Shahrasbi Tom Kouwenhoven VLM 29 2 0 25 Jul 2024
The Curious Case of Representational Alignment: Unravelling Visio-Linguistic Tasks in Emergent Communication Tom Kouwenhoven Max Peeperkorn Bram van Dijk Tessa Verhoef 26 3 0 25 Jul 2024
NeLLCom-X: A Comprehensive Neural-Agent Framework to Simulate Language Learning and Group Communication Yuchen Lian Tessa Verhoef Arianna Bisazza LLMAG 30 1 0 19 Jul 2024
ELCC: the Emergent Language Corpus Collection Brendon Boldt David R. Mortensen 33 0 0 04 Jul 2024
XferBench: a Data-Driven Benchmark for Emergent Language Brendon Boldt David R. Mortensen 44 1 0 03 Jul 2024
A Review of the Applications of Deep Learning-Based Emergent Communication Brendon Boldt David R. Mortensen VLM 27 6 0 03 Jul 2024
MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate Alfonso Amayuelas Xianjun Yang Antonis Antoniades Wenyue Hua Liangming Pan William Wang AAML LLMAG 33 9 0 20 Jun 2024
Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication Olaf Lipinski A. J. Sobey Federico Cerutti Timothy J. Norman 36 1 0 11 Jun 2024
LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions Chuanneng Sun Songjun Huang D. Pompili LLMAG 39 27 0 17 May 2024
Language Evolution with Deep Learning Mathieu Rita Paul Michel Rahma Chaabouni Olivier Pietquin Emmanuel Dupoux Florian Strub 34 2 0 18 Mar 2024
Learning Translations: Emergent Communication Pretraining for Cooperative Language Acquisition Dylan R. Cope Peter McBurney 32 0 0 26 Feb 2024
Intent Profiling and Translation Through Emergent Communication Salwa Mostafa Mohammed S. Elbamby Mohamed K. Abdel-Aziz Mehdi Bennis 19 3 0 05 Feb 2024
Emergent Explainability: Adding a causal chain to neural network inference Adam Perrett 16 0 0 29 Jan 2024
Emergent Cooperation under Uncertain Incentive Alignment Nicole Orzan Erman Acar Davide Grossi Roxana Rădulescu 6 4 0 23 Jan 2024
Language Model Alignment with Elastic Reset Michael Noukhovitch Samuel Lavoie Florian Strub Aaron Courville KELM 87 25 0 06 Dec 2023
Lewis's Signaling Game as beta-VAE For Natural Word Lengths and Segments Ryo Ueda Tadahiro Taniguchi 27 2 0 08 Nov 2023
Emergent Communication in Interactive Sketch Question Answering Zixing Lei Yiming Zhang Yuxin Xiong Siheng Chen 32 2 0 24 Oct 2023
ChapGTP, ILLC's Attempt at Raising a BabyLM: Improving Data Efficiency by Automatic Task Formation Jaap Jumelet Michael Hanna Marianne de Heer Kloots Anna Langedijk Charlotte Pouw Oskar van der Wal 21 3 0 17 Oct 2023
It's About Time: Temporal References in Emergent Communication Olaf Lipinski A. J. Sobey Federico Cerutti Timothy J. Norman AI4CE 10 0 0 10 Oct 2023
Improve the efficiency of deep reinforcement learning through semantic exploration guided by natural language Zhourui Guo Meng Yao Yang Yu Qiyue Yin OnRL 28 1 0 21 Sep 2023
Grounded Language Acquisition From Object and Action Imagery James R. Kubricht Zhaoyuan Yang Jianwei Qiu Peter Tu 13 0 0 12 Sep 2023
Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks Marwa Chafii Salmane Naoumi Réda Alami Ebtesam Almazrouei M. Bennis Merouane Debbah 19 16 0 12 Sep 2023
Anaphoric Structure Emerges Between Neural Networks Nicholas Edwards H. Rohde Henry Conklin 16 0 0 15 Aug 2023
RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning Jingdi Chen Tian-Shing Lan Carlee Joe-Wong 15 15 0 07 Aug 2023
Towards More Human-like AI Communication: A Review of Emergent Communication Research Nicolo’ Brandizzi 41 12 0 01 Aug 2023
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior? Ari Holtzman Peter West Luke Zettlemoyer AI4CE 30 13 0 31 Jul 2023
Local Minima Drive Communications in Cooperative Interaction Roger K. Moore 18 1 0 18 Jul 2023
Emergent Resource Exchange and Tolerated Theft Behavior using Multi-Agent Reinforcement Learning Jack Garbus Jordan Pollack 11 0 0 04 Jul 2023
Learning Multi-Agent Communication with Contrastive Learning Y. Lo B. Sengupta Jakob N. Foerster Michael Noukhovitch 30 5 0 03 Jul 2023
Symbol emergence as interpersonal cross-situational learning: the emergence of lexical knowledge with combinatoriality Y. Hagiwara Kazuma Furukawa Takafumi Horie Akira Taniguchi T. Taniguchi 11 0 0 27 Jun 2023
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction Mohamed K. Abdel-Aziz Mohammed S. Elbamby S. Samarakoon M. Bennis 18 4 0 20 Jun 2023
Metropolis-Hastings algorithm in joint-attention naming game: Experimental semiotics study Ryota Okumura T. Taniguchi Y. Hagiwara Akira Taniguchi 22 9 0 31 May 2023
On the Correspondence between Compositionality and Imitation in Emergent Neural Communication Emily Cheng Mathieu Rita Thierry Poibeau AI4CE 20 2 0 22 May 2023
Evaluating Pragmatic Abilities of Image Captioners on A3DS Polina Tsvilodub Michael Franke EGVM 17 3 0 22 May 2023
Characterizing tradeoffs between teaching via language and demonstrations in multi-agent systems Dhara Yu Noah D. Goodman Jesse Mu LLMAG 13 1 0 19 May 2023
Emergent Communication with Attention Ryokan Ri Ryo Ueda Jason Naradowsky 16 2 0 18 May 2023
A framework for the emergence and analysis of language in social learning agents Tobias J. Wieczorek Tatjana Tchumatchenko Carlos Wert Carvajal Maximilian F. Eggl 24 1 0 04 May 2023