Emergence of Grounded Compositional Language in Multi-Agent Populations

15 March 2017

Pieter Abbeel

Papers citing "Emergence of Grounded Compositional Language in Multi-Agent Populations"

40 / 140 papers shown

Title
Learning Nearly Decomposable Value Functions Via Communication Minimization Tonghan Wang Jianhao Wang Chongyi Zheng Chongjie Zhang 20 133 0 11 Oct 2019
Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics J. Ackermann Pau Cebrian Antonio Espinosa Masashi Sugiyama OffRL 9 119 0 03 Oct 2019
A Review of Cooperative Multi-Agent Deep Reinforcement Learning Afshin Oroojlooyjadid Davood Hajinezhad 51 412 0 11 Aug 2019
Arena: a toolkit for Multi-Agent Reinforcement Learning Qing Wang Jiechao Xiong Lei Han Meng Fang Xinghai Sun Zhuobin Zheng Peng Sun Zhengyou Zhang 33 4 0 20 Jul 2019
Learning to Interactively Learn and Assist Mark P. Woodward Chelsea Finn Karol Hausman 27 33 0 24 Jun 2019
Training an Interactive Helper Mark P. Woodward Chelsea Finn Karol Hausman 27 1 0 24 Jun 2019
Ease-of-Teaching and Language Structure from Emergent Communication Fushan Li Michael Bowling 31 101 0 06 Jun 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 27 33 0 17 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
On the Pitfalls of Measuring Emergent Communication Ryan J. Lowe Jakob N. Foerster Y-Lan Boureau Joelle Pineau Yann N. Dauphin 28 131 0 12 Mar 2019
Neural MMO: A Massively Multiagent Game Environment for Training and Evaluating Intelligent Agents Joseph Suárez Yilun Du Phillip Isola Igor Mordatch 13 71 0 02 Mar 2019
Learning Multi-agent Communication under Limited-bandwidth Restriction for Internet Packet Routing Hangyu Mao Zhibo Gong Zhengchao Zhang Zhen Xiao Yan Ni AI4CE 17 20 0 26 Feb 2019
Emergent Coordination Through Competition Siqi Liu Guy Lever J. Merel S. Tunyasuvunakool N. Heess T. Graepel 39 148 0 19 Feb 2019
Message-Dropout: An Efficient Training Method for Multi-Agent Deep Reinforcement Learning Woojun Kim Myungsik Cho Y. Sung 25 55 0 18 Feb 2019
Optimizing Online Matching for Ride-Sourcing Services with Multi-Agent Deep Reinforcement Learning Jintao Ke F. Xiao Hai Yang Jieping Ye 13 25 0 17 Feb 2019
Designing a Multi-Objective Reward Function for Creating Teams of Robotic Bodyguards Using Deep Reinforcement Learning Hassam Sheikh Ladislau Bölöni 15 3 0 28 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
On the potential for open-endedness in neural networks N. Guttenberg N. Virgo A. Penn 21 10 0 12 Dec 2018
Multi-agent Deep Reinforcement Learning with Extremely Noisy Observations Ozsel Kilinc Giovanni Montana 23 26 0 03 Dec 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
Hierarchical Approaches for Reinforcement Learning in Parameterized Action Space E. Wei Drew Wicke S. Luke BDL 22 35 0 23 Oct 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 43 550 0 12 Oct 2018
Actor-Attention-Critic for Multi-Agent Reinforcement Learning Shariq Iqbal Fei Sha 6 737 0 05 Oct 2018
CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning Jiachen Yang A. Nakhaei David Isele K. Fujimura H. Zha 29 75 0 13 Sep 2018
Human-level performance in first-person multiplayer games with population-based deep reinforcement learning Max Jaderberg Wojciech M. Czarnecki Iain Dunning Luke Marris Guy Lever ... Joel Z Leibo David Silver Demis Hassabis Koray Kavukcuoglu T. Graepel OffRL 40 715 0 03 Jul 2018
Learning Policy Representations in Multiagent Systems Aditya Grover Maruan Al-Shedivat Jayesh K. Gupta Yuri Burda Harrison Edwards AI4CE 29 123 0 17 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 27 25 0 30 May 2018
Vehicle Communication Strategies for Simulated Highway Driving Cinjon Resnick I. Kulikov Kyunghyun Cho Jason Weston 22 7 0 19 Apr 2018
Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising Junqi Jin Cheng-Ning Song Han Li Kun Gai Jun Wang Weinan Zhang 16 175 0 27 Feb 2018
Modeling Others using Oneself in Multi-Agent Reinforcement Learning Roberta Raileanu Emily L. Denton Arthur Szlam Rob Fergus 22 200 0 26 Feb 2018
Cooperative Multi-Agent Reinforcement Learning for Low-Level Wireless Communication Colin de Vrieze Shane T. Barratt Daniel Tsai A. Sahai 39 28 0 14 Jan 2018
Learning with Opponent-Learning Awareness Jakob N. Foerster Richard Y. Chen Maruan Al-Shedivat Shimon Whiteson Pieter Abbeel Igor Mordatch 44 537 0 13 Sep 2017
Deal or No Deal? End-to-End Learning for Negotiation Dialogues M. Lewis Denis Yarats Yann N. Dauphin Devi Parikh Dhruv Batra LLMAG 32 407 0 16 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
Counterfactual Multi-Agent Policy Gradients Jakob N. Foerster Gregory Farquhar Triantafyllos Afouras Nantas Nardelli Shimon Whiteson 36 2,042 0 24 May 2017
Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games Peng Peng Ying Wen Yaodong Yang Quan Yuan Zhenkun Tang Haitao Long Jun Wang 23 333 0 29 Mar 2017
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning Abhishek Das Satwik Kottur J. M. F. Moura Stefan Lee Dhruv Batra OffRL 31 423 0 20 Mar 2017
Context-aware Captions from Context-agnostic Supervision Ramakrishna Vedantam Samy Bengio Kevin Patrick Murphy Devi Parikh Gal Chechik 22 152 0 11 Jan 2017