Multi-Agent Cooperation and the Emergence of (Natural) Language

21 December 2016

Papers citing "Multi-Agent Cooperation and the Emergence of (Natural) Language"

50 / 261 papers shown

Title
Active Divergence with Generative Deep Learning -- A Survey and Taxonomy Terence Broad Sebastian Berns S. Colton M. Grierson AI4CE 19 22 0 12 Jul 2021
Collaborative Visual Navigation Haiyang Wang Wenguan Wang Xizhou Zhu Jifeng Dai Liwei Wang EgoV 31 20 0 02 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
Targeted Data Acquisition for Evolving Negotiation Agents Minae Kwon Siddharth Karamcheti Mariano-Florentino Cuéllar Dorsa Sadigh 50 6 0 14 Jun 2021
Interpretable agent communication from scratch (with a generic visual processor emerging on the side) Roberto Dessì Eugene Kharitonov Marco Baroni 32 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 56 11 0 07 Jun 2021
Emergent Communication of Generalizations Jesse Mu Noah D. Goodman AI4CE LLMAG 22 40 0 04 Jun 2021
Learning to Draw: Emergent Communication through Sketching Daniela Mihai Jonathon S. Hare 31 25 0 03 Jun 2021
Visual Perspective Taking for Opponent Behavior Modeling Boyuan Chen Yuhang Hu Robert Kwiatkowski Shuran Song Hod Lipson 13 11 0 11 May 2021
Designing an Automatic Agent for Repeated Language based Persuasion Games Maya Raifer Guy Rotman Reut Apel Moshe Tennenholtz Roi Reichart 24 9 0 11 May 2021
Iterated learning for emergent systematicity in VQA Ankit Vani Max Schwarzer Yucheng Lu Eeshan Gunesh Dhekane Aaron C. Courville 70 24 0 03 May 2021
On the Critical Role of Conventions in Adaptive Human-AI Collaboration Andy Shih Arjun Sawhney J. Kondic Stefano Ermon Dorsa Sadigh 36 37 0 07 Apr 2021
A Signal-Centric Perspective on the Evolution of Symbolic Communication Q. F. Lotito Leonardo Lucio Custode Giovanni Iacca 14 2 0 31 Mar 2021
Quasi-Equivalence Discovery for Zero-Shot Emergent Communication Kalesha Bullard Douwe Kiela Franziska Meier Joelle Pineau Jakob N. Foerster 27 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 15 11 0 12 Mar 2021
Inference-Based Deterministic Messaging For Multi-Agent Communication Varun Bhatt M. Buro 23 4 0 03 Mar 2021
Interactive Learning from Activity Description Khanh Nguyen Dipendra Kumar Misra Robert Schapire Miroslav Dudík Patrick Shafto 47 34 0 13 Feb 2021
Compositionality Through Language Transmission, using Artificial Neural Networks Hugh Perkins 15 1 0 27 Jan 2021
Emergent Communication under Competition Michael Noukhovitch Travis LaCroix Angeliki Lazaridou Aaron Courville 41 25 0 25 Jan 2021
The emergence of visual semantics through communication games Daniela Mihai Jonathon S. Hare SSL 19 4 0 25 Jan 2021
HAMMER: Multi-Level Coordination of Reinforcement Learning Agents via Learned Messaging Nikunj Gupta G. Srinivasaraghavan S. Mohalik Nishant Kumar Matthew E. Taylor 24 15 0 18 Jan 2021
Solving Common-Payoff Games with Approximate Policy Iteration Samuel Sokota Edward Lockhart Finbarr Timbers Elnaz Davoodi Ryan DÓrazio Neil Burch Martin Schmid Michael Bowling Marc Lanctot 42 22 0 11 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 30 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 21 10 0 19 Dec 2020
ReferentialGym: A Nomenclature and Framework for Language Emergence & Grounding in (Visual) Referential Games Kevin Denamganai James Alfred Walker 8 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 31 199 0 15 Dec 2020
Inductive Bias and Language Expressivity in Emergent Communication Shangmin Guo Yi Ren A. Slowik K. Mathewson 25 8 0 04 Dec 2020
Structural and Functional Decomposition for Personality Image Captioning in a Communication Game Minh-Thu Nguyen Duy Phung Minh Hoai Thien Huu Nguyen 25 4 0 17 Nov 2020
Learning Latent Representations to Influence Multi-Agent Interaction Annie Xie Dylan P. Losey R. Tolsma Chelsea Finn Dorsa Sadigh DRL 21 132 0 12 Nov 2020
Emergent Communication Pretraining for Few-Shot Machine Translation Yaoyiran Li E. Ponti Ivan Vulić Anna Korhonen 25 19 0 02 Nov 2020
Exploring Zero-Shot Emergent Communication in Embodied Multi-Agent Populations Kalesha Bullard Franziska Meier Douwe Kiela Joelle Pineau Jakob N. Foerster 15 17 0 29 Oct 2020
Negotiating Team Formation Using Deep Reinforcement Learning Yoram Bachrach Richard Everett Edward Hughes Angeliki Lazaridou Joel Z Leibo Marc Lanctot Michael Bradley Johanson Wojciech M. Czarnecki T. Graepel 43 35 0 20 Oct 2020
Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language? Peter Hase Shiyue Zhang Harry Xie Joey Tianyi Zhou 13 99 0 08 Oct 2020
Supervised Seeded Iterated Learning for Interactive Language Learning Yuchen Lu Soumye Singhal Florian Strub Olivier Pietquin Aaron Courville 24 8 0 06 Oct 2020
The Grammar of Emergent Languages Oskar van der Wal S. D. Boer Elia Bruni Dieuwke Hupkes 8 16 0 05 Oct 2020
"LazImpa": Lazy and Impatient neural agents learn to communicate efficiently Mathieu Rita Rahma Chaabouni Emmanuel Dupoux 12 29 0 05 Oct 2020
RODE: Learning Roles to Decompose Multi-Agent Tasks Tonghan Wang Tarun Gupta Anuj Mahajan Bei Peng Shimon Whiteson Chongjie Zhang OffRL 30 203 0 04 Oct 2020
Symbolic Semantic Segmentation and Interpretation of COVID-19 Lung Infections in Chest CT volumes based on Emergent Languages Aritra Chowdhury Alberto Santamaria-Pang James R. Kubricht Jianwei Qiu Peter Tu MedIm 26 6 0 22 Aug 2020
Emergent symbolic language based deep medical image classification Aritra Chowdhury Alberto Santamaria-Pang James R. Kubricht Peter Tu MedIm 20 12 0 22 Aug 2020
Off-Policy Multi-Agent Decomposed Policy Gradients Yihan Wang Beining Han Tonghan Wang Heng Dong Chongjie Zhang 33 174 0 24 Jul 2020
ESCELL: Emergent Symbolic Cellular Language Aritra Chowdhury James R. Kubricht A. Sood Peter Tu Alberto Santamaria-Pang 11 3 0 18 Jul 2020
A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks Unnat Jain Luca Weihs Eric Kolve Ali Farhadi Svetlana Lazebnik Aniruddha Kembhavi A. Schwing 18 55 0 09 Jul 2020
Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity Gonçalo M. Correia Vlad Niculae Wilker Aziz André F. T. Martins BDL 30 22 0 03 Jul 2020
Evaluating and Rewarding Teamwork Using Cooperative Game Abstractions Tom Yan Christian Kroer A. Peysakhovich 9 7 0 16 Jun 2020
Incorporating Pragmatic Reasoning Communication into Emergent Language Yipeng Kang Tonghan Wang Gerard de Melo LLMAG LRM AI4CE 8 21 0 07 Jun 2020
Emergent Multi-Agent Communication in the Deep Learning Era Angeliki Lazaridou Marco Baroni AI4CE 48 196 0 03 Jun 2020
Learning to refer informatively by amortizing pragmatic reasoning Julia White Jesse Mu Noah D. Goodman LRM 14 20 0 31 May 2020
Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning Angeliki Lazaridou Anna Potapenko O. Tieleman LLMAG 33 96 0 14 May 2020
On the Spontaneous Emergence of Discrete and Compositional Signals N. Lan Emmanuel Chemla Shane Steinert-Threlkeld LRM 14 8 0 30 Apr 2020
The Explanation Game: Towards Prediction Explainability through Sparse Communication Marcos Vinícius Treviso André F. T. Martins FAtt 16 3 0 28 Apr 2020