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
Miss Tools and Mr Fruit: Emergent communication in agents learning about object affordances Diane Bouchacourt Marco Baroni 15 22 0 28 May 2019
Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence Yuhang Song Andrzej Wojcicki Thomas Lukasiewicz Jianyi Wang Abi Aryan Zhenghua Xu Mai Xu Zihan Ding Lianlong Wu AI4CE ELM 21 33 0 17 May 2019
Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering Rajarshi Das S. Dhuliawala Manzil Zaheer Andrew McCallum RALM LRM 19 162 0 14 May 2019
Emergence of Compositional Language with Deep Generational Transmission Michael Cogswell Jiasen Lu Stefan Lee Devi Parikh Dhruv Batra 16 49 0 19 Apr 2019
Two Body Problem: Collaborative Visual Task Completion Unnat Jain Luca Weihs Eric Kolve Mohammad Rastegari Svetlana Lazebnik Ali Farhadi A. Schwing Aniruddha Kembhavi 20 70 0 11 Apr 2019
Policy Distillation and Value Matching in Multiagent Reinforcement Learning Samir Wadhwania Dong-Ki Kim Shayegan Omidshafiei Jonathan P. How 9 25 0 15 Mar 2019
On the Pitfalls of Measuring Emergent Communication Ryan J. Lowe Jakob N. Foerster Y-Lan Boureau Joelle Pineau Yann N. Dauphin 25 131 0 12 Mar 2019
Measuring Compositionality in Representation Learning Jacob Andreas CoGe 18 144 0 19 Feb 2019
Winning an Election: On Emergent Strategic Communication in Multi-Agent Networks Shubham Gupta Ambedkar Dukkipati 13 4 0 19 Feb 2019
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI Shane T. Mueller R. Hoffman W. Clancey Abigail Emrey Gary Klein XAI 15 284 0 05 Feb 2019
The Hanabi Challenge: A New Frontier for AI Research Nolan Bard Jakob N. Foerster A. Chandar Neil Burch Marc Lanctot ... Iain Dunning Shibl Mourad Hugo Larochelle Marc G. Bellemare Michael Bowling LLMAG 13 351 0 01 Feb 2019
Emergent Linguistic Phenomena in Multi-Agent Communication Games L. Graesser Kyunghyun Cho Douwe Kiela LLMAG AI4CE 17 69 0 25 Jan 2019
Improving Coordination in Small-Scale Multi-Agent Deep Reinforcement Learning through Memory-driven Communication E. Pesce Giovanni Montana 17 71 0 12 Jan 2019
Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks Amanpreet Singh Tushar Jain Sainbayar Sukhbaatar 29 239 0 23 Dec 2018
Multi-agent Deep Reinforcement Learning with Extremely Noisy Observations Ozsel Kilinc Giovanni Montana 23 26 0 03 Dec 2018
Modeling natural language emergence with integral transform theory and reinforcement learning B. Khomtchouk Shyam Sudhakaran 6 3 0 30 Nov 2018
Seq2Seq Mimic Games: A Signaling Perspective Juan Leni J. Levine J. Quigley LLMAG 16 1 0 15 Nov 2018
TarMAC: Targeted Multi-Agent Communication Abhishek Das Théophile Gervet Joshua Romoff Dhruv Batra Devi Parikh Michael G. Rabbat Joelle Pineau 22 378 0 26 Oct 2018
Actor-Critic Policy Optimization in Partially Observable Multiagent Environments S. Srinivasan Marc Lanctot V. Zambaldi Julien Perolat K. Tuyls Rémi Munos Michael Bowling 6 148 0 21 Oct 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 32 550 0 12 Oct 2018
Learning to Communicate Implicitly By Actions Zheng Tian Shihao Zou Ian Davies Tim Warr Lisheng Wu Haitham Bou-Ammar Jun Wang 22 24 0 10 Oct 2018
Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games J. Shen Matthias Hofer Bjarke Felbo R. Levy 9 12 0 08 Oct 2018
Prosocial or Selfish? Agents with different behaviors for Contract Negotiation using Reinforcement Learning Vishal Sunder L. Vig Arnab Chatterjee Gautam M. Shroff 16 6 0 19 Sep 2018
Emergence of Communication in an Interactive World with Consistent Speakers Ben Bogin Mor Geva Jonathan Berant 16 43 0 03 Sep 2018
How agents see things: On visual representations in an emergent language game Diane Bouchacourt Marco Baroni 23 96 0 31 Aug 2018
Modular Mechanistic Networks: On Bridging Mechanistic and Phenomenological Models with Deep Neural Networks in Natural Language Processing Simon Dobnik John D. Kelleher 12 4 0 21 Jul 2018
Talk the Walk: Navigating New York City through Grounded Dialogue H. D. Vries Kurt Shuster Dhruv Batra Devi Parikh Jason Weston Douwe Kiela 19 124 0 09 Jul 2018
Learning Existing Social Conventions via Observationally Augmented Self-Play Adam Lerer A. Peysakhovich OffRL 18 2 0 26 Jun 2018
Multimodal Grounding for Language Processing Lisa Beinborn Teresa Botschen Iryna Gurevych 22 32 0 17 Jun 2018
Planning, Inference and Pragmatics in Sequential Language Games Fereshte Khani Noah D. Goodman Percy Liang LRM 25 25 0 30 May 2018
Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game Haichao Zhang Haonan Yu Wenyuan Xu LLMAG 42 8 0 26 Apr 2018
On the Diachronic Stability of Irregularity in Inflectional Morphology Ryan Cotterell Christo Kirov Mans Hulden Jason Eisner 8 7 0 23 Apr 2018
Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input Angeliki Lazaridou Karl Moritz Hermann K. Tuyls S. Clark LLMAG 15 213 0 11 Apr 2018
Emergent Communication through Negotiation Kris Cao Angeliki Lazaridou Marc Lanctot Joel Z Leibo K. Tuyls S. Clark 19 153 0 11 Apr 2018
Compositional Obverter Communication Learning From Raw Visual Input E. Choi Angeliki Lazaridou Nando de Freitas 18 75 0 06 Apr 2018
Modeling Others using Oneself in Multi-Agent Reinforcement Learning Roberta Raileanu Emily L. Denton Arthur Szlam Rob Fergus 20 200 0 26 Feb 2018
Symmetric Decomposition of Asymmetric Games K. Tuyls Julien Perolat Marc Lanctot Georg Ostrovski Rahul Savani Joel Z Leibo Toby Ord T. Graepel Shane Legg 19 39 0 14 Nov 2017
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning Marc Lanctot V. Zambaldi A. Gruslys Angeliki Lazaridou K. Tuyls Julien Perolat David Silver T. Graepel 36 627 0 02 Nov 2017
Interpretable and Pedagogical Examples S. Milli Pieter Abbeel Igor Mordatch 16 14 0 02 Nov 2017
Consequentialist conditional cooperation in social dilemmas with imperfect information A. Peysakhovich Adam Lerer 32 65 0 19 Oct 2017
Emergent Translation in Multi-Agent Communication Jason D. Lee Kyunghyun Cho Jason Weston Douwe Kiela 18 68 0 12 Oct 2017
Learning of Coordination Policies for Robotic Swarms Qiyang Li Xintong Du Yizhou Huang Quinlan Sykora Angela P. Schoellig 16 10 0 19 Sep 2017
A Study of AI Population Dynamics with Million-agent Reinforcement Learning Yaodong Yang Lantao Yu Yiwei Bai Jun Wang Weinan Zhang Ying Wen Yong Yu 27 7 0 13 Sep 2017
Learning with Opponent-Learning Awareness Jakob N. Foerster Richard Y. Chen Maruan Al-Shedivat Shimon Whiteson Pieter Abbeel Igor Mordatch 27 536 0 13 Sep 2017
Prosocial learning agents solve generalized Stag Hunts better than selfish ones A. Peysakhovich Adam Lerer 26 106 0 08 Sep 2017
A Deep Reinforcement Learning Chatbot Iulian Serban Chinnadhurai Sankar M. Germain Saizheng Zhang Zhouhan Lin ... Dendi Suhubdy Vincent Michalski A. Nguyen Joelle Pineau Yoshua Bengio 28 234 0 07 Sep 2017
Maintaining cooperation in complex social dilemmas using deep reinforcement learning Adam Lerer A. Peysakhovich 36 159 0 04 Jul 2017
Natural Language Does Not Emerge Ñaturally' in Multi-Agent Dialog Satwik Kottur José M. F. Moura Stefan Lee Dhruv Batra LLMAG 15 217 0 26 Jun 2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 19 4,402 0 07 Jun 2017
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols Serhii Havrylov Ivan Titov LLMAG 41 286 0 31 May 2017