Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols

31 May 2017

Papers citing "Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols"

50 / 180 papers shown

Title
Towards Learning Abstractions via Reinforcement Learning Erik Jergéus Leo Karlsson Oinonen Emil Carlsson Moa Johansson AI4CE 13 1 0 28 Dec 2022
Emergent Quantized Communication Boaz Carmeli Ron Meir Yonatan Belinkov MQ AI4CE 28 8 0 04 Nov 2022
Contrastive Multimodal Learning for Emergence of Graphical Sensory-Motor Communication Tristan Karch Yoann Lemesle Romain Laroche Clément Moulin-Frier Pierre-Yves Oudeyer 21 1 0 03 Oct 2022
Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language Zhenlin Xu Marc Niethammer Colin Raffel CoGe OOD OCL DRL 41 38 0 02 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 82 23 0 30 Sep 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
Recommendations for Systematic Research on Emergent Language Brendon Boldt David R. Mortensen AI4TS AI4CE 11 2 0 22 Jun 2022
Scalable Multi-Agent Model-Based Reinforcement Learning Vladimir Egorov A. Shpilman 10 22 0 25 May 2022
Rate-Constrained Remote Contextual Bandits Francesco Pase Deniz Gündüz M. Zorzi 19 8 0 26 Apr 2022
Emergent Communication for Understanding Human Language Evolution: What's Missing? Lukas Galke Yoav Ram Limor Raviv 19 23 0 22 Apr 2022
MA-Dreamer: Coordination and communication through shared imagination Kenzo Lobos-Tsunekawa Akshay Srinivasan Michael Spranger 6 2 0 10 Apr 2022
Linking Emergent and Natural Languages via Corpus Transfer Shunyu Yao Mo Yu Yang Zhang Karthik Narasimhan J. Tenenbaum Chuang Gan 19 15 0 24 Mar 2022
Emergence of hierarchical reference systems in multi-agent communication Xenia Ohmer M. Duda Elia Bruni 9 8 0 24 Mar 2022
Remote Contextual Bandits Francesco Pase Deniz Gunduz M. Zorzi 11 5 0 10 Feb 2022
Emergence of Machine Language: Towards Symbolic Intelligence with Neural Networks Yuqi Wang Xu-Yao Zhang Cheng-Lin Liu Zhaoxiang Zhang 20 2 0 14 Jan 2022
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
Scalar reward is not enough: A response to Silver, Singh, Precup and Sutton (2021) Peter Vamplew Benjamin J. Smith Johan Källström G. Ramos Roxana Rădulescu ... Fredrik Heintz Patrick Mannion Pieter J. K. Libin Richard Dazeley Cameron Foale LRM 14 65 0 25 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 16 3 0 04 Nov 2021
PatchGame: Learning to Signal Mid-level Patches in Referential Games Kamal Gupta Gowthami Somepalli Anubhav Gupta Vinoj Jayasundara Matthias Zwicker Abhinav Shrivastava 17 3 0 02 Nov 2021
Dynamic population-based meta-learning for multi-agent communication with natural language Abhinav Gupta Marc Lanctot Angeliki Lazaridou LLMAG 25 20 0 27 Oct 2021
Shared Visual Representations of Drawing for Communication: How do different biases affect human interpretability and intent? Daniela Mihai Jonathon S. Hare FAtt 10 0 0 15 Oct 2021
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning Iris A. M. Huijben W. Kool Max B. Paulus Ruud J. G. van Sloun 26 93 0 04 Oct 2021
Emergence of Theory of Mind Collaboration in Multiagent Systems Luyao Yuan Zipeng Fu Linqi Zhou Kexin Yang Song-Chun Zhu 43 10 0 30 Sep 2021
The Emergence of the Shape Bias Results from Communicative Efficiency Eva Portelance Michael C. Frank Dan Jurafsky Alessandro Sordoni Romain Laroche 77 19 0 13 Sep 2021
Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning Fan Wang Hao Tian Haoyi Xiong Hua-Hong Wu Jie Fu Yang Cao Yu Kang Haifeng Wang AI4CE 15 3 0 08 Sep 2021
Sparse Communication via Mixed Distributions António Farinhas Wilker Aziz Vlad Niculae André F. T. Martins 23 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 13 28 0 04 Aug 2021
Toward Collaborative Reinforcement Learning Agents that Communicate Through Text-Based Natural Language Kevin Eloff H. Engelbrecht AI4CE 22 4 0 20 Jul 2021
Deep Multiagent Reinforcement Learning: Challenges and Directions Annie Wong Thomas Bäck Anna V. Kononova Aske Plaat AI4CE 26 87 0 29 Jun 2021
Multi-Agent Curricula and Emergent Implicit Signaling Niko A. Grupen Daniel D. Lee B. Selman 14 5 0 21 Jun 2021
Interpretable agent communication from scratch (with a generic visual processor emerging on the side) Roberto Dessì Eugene Kharitonov Marco Baroni 27 27 0 08 Jun 2021
Expressivity of Emergent Language is a Trade-off between Contextual Complexity and Unpredictability Shangmin Guo Yi Ren Kory W. Mathewson S. Kirby Stefano V. Albrecht Kenny Smith 46 11 0 07 Jun 2021
Learning to Draw: Emergent Communication through Sketching Daniela Mihai Jonathon S. Hare 26 25 0 03 Jun 2021
Zero-Shot Generalization using Intrinsically Motivated Compositional Emergent Protocols Rishi Hazra Sonu Dixit Sayambhu Sen LM&Ro 20 3 0 11 May 2021
Designing an Automatic Agent for Repeated Language based Persuasion Games Maya Raifer Guy Rotman Reut Apel Moshe Tennenholtz Roi Reichart 22 9 0 11 May 2021
gComm: An environment for investigating generalization in Grounded Language Acquisition Rishi Hazra Sonu Dixit 15 0 0 09 May 2021
Iterated learning for emergent systematicity in VQA Ankit Vani Max Schwarzer Yucheng Lu Eeshan Gunesh Dhekane Aaron C. Courville 62 24 0 03 May 2021
Learning to Communicate with Strangers via Channel Randomisation Methods Dylan R. Cope Nandi Schoots 19 3 0 19 Apr 2021
The Effect of Efficient Messaging and Input Variability on Neural-Agent Iterated Language Learning Yuchen Lian Arianna Bisazza Tessa Verhoef 8 8 0 15 Apr 2021
Reconciling the Discrete-Continuous Divide: Towards a Mathematical Theory of Sparse Communication André F. T. Martins 11 1 0 01 Apr 2021
A Signal-Centric Perspective on the Evolution of Symbolic Communication Q. F. Lotito Leonardo Lucio Custode Giovanni Iacca 12 2 0 31 Mar 2021
Quasi-Equivalence Discovery for Zero-Shot Emergent Communication Kalesha Bullard Douwe Kiela Franziska Meier Joelle Pineau Jakob N. Foerster 17 20 0 14 Mar 2021
Cooperative Self-training of Machine Reading Comprehension Hongyin Luo Shang-Wen Li Ming Gao Seunghak Yu James R. Glass SyDa RALM 13 11 0 12 Mar 2021
Interactive Learning from Activity Description Khanh Nguyen Dipendra Kumar Misra Robert Schapire Miroslav Dudík Patrick Shafto 45 34 0 13 Feb 2021
Emergent Communication under Competition Michael Noukhovitch Travis LaCroix Angeliki Lazaridou Aaron Courville 31 25 0 25 Jan 2021
The emergence of visual semantics through communication games Daniela Mihai Jonathon S. Hare SSL 13 4 0 25 Jan 2021
Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning over Noisy Channels Tze-Yang Tung S. Kobus Joan S. Pujol Roig Deniz Gunduz 20 2 0 02 Jan 2021
On (Emergent) Systematic Generalisation and Compositionality in Visual Referential Games with Straight-Through Gumbel-Softmax Estimator Kevin Denamganai James Alfred Walker 11 10 0 19 Dec 2020
ReferentialGym: A Nomenclature and Framework for Language Emergence & Grounding in (Visual) Referential Games Kevin Denamganai James Alfred Walker 6 6 0 17 Dec 2020
Open Problems in Cooperative AI Allan Dafoe Edward Hughes Yoram Bachrach Tantum Collins Kevin R. McKee Joel Z. Leibo Kate Larson T. Graepel 21 199 0 15 Dec 2020