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
EC^2: Emergent Communication for Embodied Control Yao Mu Shunyu Yao Mingyu Ding Ping Luo Chuang Gan LM&Ro 37 19 0 19 Apr 2023
CB2: Collaborative Natural Language Interaction Research Platform Jacob Sharf Mustafa Omer Gul Yoav Artzi LLMAG 35 1 0 14 Mar 2023
Computational Language Acquisition with Theory of Mind Andy Liu Hao Zhu Emmy Liu Yonatan Bisk Graham Neubig LLMAG AI4CE 29 18 0 02 Mar 2023
Multi-Agent Reinforcement Learning for Pragmatic Communication and Control Federico Mason Federico Chiariotti Andrea Zanella P. Popovski AI4CE 23 6 0 28 Feb 2023
On the Role of Emergent Communication for Social Learning in Multi-Agent Reinforcement Learning Seth Karten Siva Kailas Huao Li Katia P. Sycara OffRL 39 4 0 28 Feb 2023
Efficient Communication via Self-supervised Information Aggregation for Online and Offline Multi-agent Reinforcement Learning Cong Guan F. Chen Lei Yuan Zongzhang Zhang Yang Yu OffRL 37 4 0 19 Feb 2023
Natural Language-conditioned Reinforcement Learning with Inside-out Task Language Development and Translation Jing-Cheng Pang Xinyi Yang Sibei Yang Yang Yu 29 8 0 18 Feb 2023
Referential communication in heterogeneous communities of pre-trained visual deep networks Matéo Mahaut Francesca Franzon Roberto Dessì Marco Baroni 25 7 0 04 Feb 2023
Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-off Yuchen Lian Arianna Bisazza Tessa Verhoef 38 8 0 30 Jan 2023
Towards Learning Abstractions via Reinforcement Learning Erik Jergéus Leo Karlsson Oinonen Emil Carlsson Moa Johansson AI4CE 15 2 0 28 Dec 2022
Towards True Lossless Sparse Communication in Multi-Agent Systems Seth Karten Mycal Tucker Siva Kailas Katia P. Sycara 37 4 0 30 Nov 2022
Mathematically Modeling the Lexicon Entropy of Emergent Language Brendon Boldt David R. Mortensen 6 2 0 28 Nov 2022
Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling Approaches Daniel Fried Nicholas Tomlin Jennifer Hu Roma Patel Aida Nematzadeh 21 6 0 15 Nov 2022
Autotelic Reinforcement Learning in Multi-Agent Environments Eleni Nisioti E. Masquil Gautier Hamon Clément Moulin-Frier 26 1 0 11 Nov 2022
Evaluation of Automated Speech Recognition Systems for Conversational Speech: A Linguistic Perspective H. Pasandi Haniyeh B. Pasandi 31 1 0 05 Nov 2022
Emergent Quantized Communication Boaz Carmeli Ron Meir Yonatan Belinkov MQ AI4CE 28 8 0 04 Nov 2022
Over-communicate no more: Situated RL agents learn concise communication protocols A. Kalinowska Elnaz Davoodi Florian Strub Kory W. Mathewson Ivana Kajić Michael Bowling Todd D. Murphey P. Pilarski 15 4 0 02 Nov 2022
Contrastive Multimodal Learning for Emergence of Graphical Sensory-Motor Communication Tristan Karch Yoann Lemesle Romain Laroche Clément Moulin-Frier Pierre-Yves Oudeyer 37 1 0 03 Oct 2022
Emergent Communication: Generalization and Overfitting in Lewis Games Mathieu Rita Corentin Tallec Paul Michel Jean-Bastien Grill Olivier Pietquin Emmanuel Dupoux Florian Strub AI4CE 87 23 0 30 Sep 2022
What Artificial Neural Networks Can Tell Us About Human Language Acquisition Alex Warstadt Samuel R. Bowman 24 111 0 17 Aug 2022
Meta-Referential Games to Learn Compositional Learning Behaviours Kevin Denamganai S. Missaoui James Alfred Walker 24 1 0 16 Jul 2022
Learning to translate by learning to communicate C.M. Downey Xuhui Zhou Leo Z. Liu Shane Steinert-Threlkeld 26 5 0 14 Jul 2022
Reward-Sharing Relational Networks in Multi-Agent Reinforcement Learning as a Framework for Emergent Behavior H. Haeri Reza Ahmadzadeh Kshitij Jerath 25 10 0 12 Jul 2022
Towards Human-Agent Communication via the Information Bottleneck Principle Mycal Tucker J. Shah R. Levy Noga Zaslavsky 50 14 0 30 Jun 2022
Recommendations for Systematic Research on Emergent Language Brendon Boldt David R. Mortensen AI4TS AI4CE 18 2 0 22 Jun 2022
Modeling Emergent Lexicon Formation with a Self-Reinforcing Stochastic Process Brendon Boldt David R. Mortensen 15 1 0 22 Jun 2022
Know your audience: specializing grounded language models with listener subtraction Aaditya K. Singh David Ding Andrew M. Saxe Felix Hill Andrew Kyle Lampinen 25 2 0 16 Jun 2022
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL Siyi Hu Chuanlong Xie Xiaodan Liang Xiaojun Chang 8 20 0 01 Jun 2022
Symbol Emergence as Inter-personal Categorization with Head-to-head Latent Word Kazuma Furukawa Akira Taniguchi Y. Hagiwara T. Taniguchi 21 3 0 24 May 2022
Emergent Communication through Metropolis-Hastings Naming Game with Deep Generative Models T. Taniguchi Yuto Yoshida Akira Taniguchi Y. Hagiwara MLLM 27 22 0 24 May 2022
On the role of population heterogeneity in emergent communication Mathieu Rita Florian Strub Jean-Bastien Grill Olivier Pietquin Emmanuel Dupoux 17 23 0 27 Apr 2022
Emergent Communication for Understanding Human Language Evolution: What's Missing? Lukas Galke Yoav Ram Limor Raviv 21 23 0 22 Apr 2022
Learning to Mediate Disparities Towards Pragmatic Communication Yuwei Bao Sayan Ghosh J. Chai 22 12 0 25 Mar 2022
Linking Emergent and Natural Languages via Corpus Transfer Shunyu Yao Mo Yu Yang Zhang Karthik Narasimhan J. Tenenbaum Chuang Gan 24 15 0 24 Mar 2022
Emergence of hierarchical reference systems in multi-agent communication Xenia Ohmer M. Duda Elia Bruni 25 8 0 24 Mar 2022
The Frost Hollow Experiments: Pavlovian Signalling as a Path to Coordination and Communication Between Agents P. Pilarski Andrew Butcher Elnaz Davoodi Michael Bradley Johanson Dylan J. A. Brenneis Adam S. R. Parker Leslie Acker M. Botvinick Joseph Modayil Adam White AI4CE 9 3 0 17 Mar 2022
Emergence of Machine Language: Towards Symbolic Intelligence with Neural Networks Yuqi Wang Xu-Yao Zhang Cheng-Lin Liu Zhaoxiang Zhang 32 2 0 14 Jan 2022
Pavlovian Signalling with General Value Functions in Agent-Agent Temporal Decision Making Andrew Butcher Michael Bradley Johanson Elnaz Davoodi Dylan J. A. Brenneis Leslie Acker Adam S. R. Parker Adam White Joseph Modayil P. Pilarski AI4CE 23 3 0 11 Jan 2022
Assessing Human Interaction in Virtual Reality With Continually Learning Prediction Agents Based on Reinforcement Learning Algorithms: A Pilot Study Dylan J. A. Brenneis Adam S. R. Parker Michael Bradley Johanson Andrew Butcher Elnaz Davoodi Leslie Acker M. Botvinick Joseph Modayil Adam White P. Pilarski 19 5 0 14 Dec 2021
Emergent Graphical Conventions in a Visual Communication Game Shuwen Qiu Sirui Xie Lifeng Fan Tao Gao Jungseock Joo Song-Chun Zhu Yixin Zhu 29 12 0 28 Nov 2021
Towards Learning to Speak and Hear Through Multi-Agent Communication over a Continuous Acoustic Channel Kevin Eloff Okko Rasanen H. Engelbrecht Arnu Pretorius Herman Kamper 35 3 0 04 Nov 2021
Truthful AI: Developing and governing AI that does not lie Owain Evans Owen Cotton-Barratt Lukas Finnveden Adam Bales Avital Balwit Peter Wills Luca Righetti William Saunders HILM 236 109 0 13 Oct 2021
Interpretation of Emergent Communication in Heterogeneous Collaborative Embodied Agents Shivansh Patel Saim Wani Unnat Jain A. Schwing Svetlana Lazebnik Manolis Savva Angel X. Chang LM&Ro 24 25 0 12 Oct 2021
Reinforced Natural Language Interfaces via Entropy Decomposition Xiaoran Wu Yipeng Kang LLMAG 30 0 0 23 Sep 2021
The Emergence of Wireless MAC Protocols with Multi-Agent Reinforcement Learning Mateus P. Mota Álvaro Valcarce J. Gorce J. Hoydis 25 39 0 16 Aug 2021
Semantics-Native Communication with Contextual Reasoning Hyowoon Seo Jihong Park M. Bennis Mérouane Debbah LRM 42 36 0 12 Aug 2021
Sparse Communication via Mixed Distributions António Farinhas Wilker Aziz Vlad Niculae André F. T. Martins 25 3 0 05 Aug 2021
Emergent Discrete Communication in Semantic Spaces Mycal Tucker Huao Li Siddharth Agrawal Dana Hughes Katia P. Sycara Michael Lewis J. Shah 21 28 0 04 Aug 2021
Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot Joel Z Leibo Edgar A. Duénez-Guzmán A. Vezhnevets J. Agapiou P. Sunehag Raphael Köster Jayd Matyas Charlie Beattie Igor Mordatch T. Graepel OffRL 58 103 0 14 Jul 2021
Deep Multiagent Reinforcement Learning: Challenges and Directions Annie Wong Thomas Bäck Anna V. Kononova Aske Plaat AI4CE 31 87 0 29 Jun 2021