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"

50 / 149 papers shown

Title
Interpretable Emergent Language Using Inter-Agent Transformers Mannan Bhardwaj AI4CE 144 0 0 04 May 2025
TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning Giuseppe Paolo Abdelhakim Benechehab Hamza Cherkaoui Albert Thomas Balázs Kégl 48 0 0 21 Feb 2025
Implicit Repair with Reinforcement Learning in Emergent Communication Fábio Vital A. Sardinha Francisco S. Melo 39 0 0 18 Feb 2025
PACE: Abstractions for Communicating Efficiently Andrea Silvi Andrea Silvi Emil Carlsson Vikas Garg LLMAG 37 0 0 30 Sep 2024
The Bandit Whisperer: Communication Learning for Restless Bandits Yunfan Zhao Tonghan Wang Dheeraj M. Nagaraj Aparna Taneja Milind Tambe 52 5 0 11 Aug 2024
A Review of the Applications of Deep Learning-Based Emergent Communication Brendon Boldt David R. Mortensen VLM 39 6 0 03 Jul 2024
Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning Junkai Zhang Yifan Zhang Xi Sheryl Zhang Yifan Zang Jian Cheng 44 4 0 26 Jun 2024
The Overcooked Generalisation Challenge Constantin Ruhdorfer Matteo Bortoletto Anna Penzkofer Andreas Bulling 48 4 0 25 Jun 2024
Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication Olaf Lipinski Adam J. Sobey Federico Cerutti Timothy J. Norman 55 1 0 11 Jun 2024
Massively Multiagent Minigames for Training Generalist Agents Kyoung Whan Choe Ryan Sullivan Joseph Suárez AI4CE 34 0 0 07 Jun 2024
A social path to human-like artificial intelligence Edgar A. Duénez-Guzmán Suzanne Sadedin Jane X. Wang Kevin R. McKee Joel Z Leibo GNN 31 28 0 22 May 2024
Joint Intrinsic Motivation for Coordinated Exploration in Multi-Agent Deep Reinforcement Learning Maxime Toquebiau Nicolas Bredeche F. Benamar Jae-Yun Jun 36 1 0 06 Feb 2024
Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning Xin Yu Rongye Shi Pu Feng Yongkai Tian Simin Li Shuhao Liao Wenjun Wu 40 9 0 30 Dec 2023
Contrastive learning-based agent modeling for deep reinforcement learning Wenhao Ma Yu-Cheng Chang Jie Yang Yu-Kai Wang Chin-Teng Lin OffRL 29 0 0 30 Dec 2023
Physics-Informed Multi-Agent Reinforcement Learning for Distributed Multi-Robot Problems Eduardo Sebastián T. Duong Nikolay Atanasov Eduardo Montijano C. Sagüés 31 3 0 30 Dec 2023
Fair collaborative vehicle routing: A deep multi-agent reinforcement learning approach Stephen Mak Liming Xu Tim Pearce Michael Ostroumov Alexandra Brintrup 32 11 0 26 Oct 2023
Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches Jihong Park Seung-Woo Ko Jinho Choi Seong-Lyun Kim M. Bennis 39 7 0 14 Oct 2023
Differentiable Weight Masks for Domain Transfer Samarth Khanna Skanda Vaidyanath Akash Velu 34 0 0 26 Aug 2023
RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning Jingdi Chen Tian-Shing Lan Carlee Joe-Wong 17 15 0 07 Aug 2023
An Algorithm For Adversary Aware Decentralized Networked MARL Soumajyoti Sarkar AAML 19 1 0 09 May 2023
SocNavGym: A Reinforcement Learning Gym for Social Navigation Aditya Kapoor Sushant Swamy Luis J. Manso P. Bachiller 49 2 0 27 Apr 2023
Towards Effective and Interpretable Human-Agent Collaboration in MOBA Games: A Communication Perspective Yiming Gao Feiyu Liu Liang Wang Zhenjie Lian Weixuan Wang ... Jiawei Wang Qiang Fu Wei Yang Lanxiao Huang Wei Liu 45 6 0 23 Apr 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Ge Li Hasan Hammoud Hani Itani Dmitrii Khizbullin Guohao Li SyDa ALM 50 412 0 31 Mar 2023
Models of symbol emergence in communication: a conceptual review and a guide for avoiding local minima Julian Zubek Tomasz Korbak J. Rączaszek-Leonardi 28 2 0 08 Mar 2023
Implicit Poisoning Attacks in Two-Agent Reinforcement Learning: Adversarial Policies for Training-Time Attacks Mohammad Mohammadi Jonathan Nöther Debmalya Mandal Adish Singla Goran Radanović AAML OffRL 35 9 0 27 Feb 2023
AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning Xuefeng Wang Xinran Li Jiawei Shao Jun Zhang 16 3 0 24 Feb 2023
Opponent-aware Role-based Learning in Team Competitive Markov Games Paramita Koley Aurghya Maiti Niloy Ganguly Sourangshu Bhattacharya 29 1 0 14 Jan 2023
Towards Learning Abstractions via Reinforcement Learning Erik Jergéus Leo Karlsson Oinonen Emil Carlsson Moa Johansson AI4CE 21 2 0 28 Dec 2022
A Human-friendly Verbal Communication Platform for Multi-Robot Systems: Design and Principles Christopher Carr Peng Wang Sheng-Zheng Wang 13 2 0 17 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 21 4 0 02 Nov 2022
LearningGroup: A Real-Time Sparse Training on FPGA via Learnable Weight Grouping for Multi-Agent Reinforcement Learning Jenny Yang Jaeuk Kim Joo-Young Kim 26 2 0 29 Oct 2022
Reinforcement Learning and Bandits for Speech and Language Processing: Tutorial, Review and Outlook Baihan Lin OffRL AI4TS 32 27 0 24 Oct 2022
ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward Zixian Ma Rose E. Wang Li Fei-Fei Michael S. Bernstein Ranjay Krishna 29 16 0 09 Oct 2022
Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL Fengzhuo Zhang Boyi Liu Kaixin Wang Vincent Y. F. Tan Zhuoran Yang Zhaoran Wang OffRL LRM 51 10 0 20 Sep 2022
Target-Driven Structured Transformer Planner for Vision-Language Navigation Yusheng Zhao Jinyu Chen Chen Gao Wenguan Wang Lirong Yang Haibing Ren Huaxia Xia Si Liu LM&Ro 27 57 0 19 Jul 2022
Modeling Emergent Lexicon Formation with a Self-Reinforcing Stochastic Process Brendon Boldt David R. Mortensen 20 1 0 22 Jun 2022
Policy Optimization for Markov Games: Unified Framework and Faster Convergence Runyu Zhang Qinghua Liu Haiquan Wang Caiming Xiong Na Li Yu Bai 27 26 0 06 Jun 2022
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems Ho Long Fung Victor-Alexandru Darvariu Stephen Hailes Mirco Musolesi 32 5 0 25 May 2022
Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies Alon Berliner Guy Rotman Yossi Adi Roi Reichart Tamir Hazan BDL DRL 24 4 0 03 May 2022
Continuously Discovering Novel Strategies via Reward-Switching Policy Optimization Zihan Zhou Wei Fu Bingliang Zhang Yi Wu 25 28 0 04 Apr 2022
Linking Emergent and Natural Languages via Corpus Transfer Shunyu Yao Mo Yu Yang Zhang Karthik R. Narasimhan J. Tenenbaum Chuang Gan 27 15 0 24 Mar 2022
Learning to Infer Belief Embedded Communication Guo Ye Han Liu B. Sengupta 21 0 0 15 Mar 2022
An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility Lukas M. Schmidt Johanna Brosig Axel Plinge Bjoern M. Eskofier Christopher Mutschler 38 33 0 15 Mar 2022
Interpretable Learned Emergent Communication for Human-Agent Teams Seth Karten Mycal Tucker Huao Li Siva Kailas Michael Lewis Katia P. Sycara AI4CE 23 10 0 19 Jan 2022
Building Human-like Communicative Intelligence: A Grounded Perspective M. Dubova 29 12 0 02 Jan 2022
Multi-Agent Reinforcement Learning via Adaptive Kalman Temporal Difference and Successor Representation Mohammad Salimibeni Arash Mohammadi Parvin Malekzadeh Konstantinos N. Plataniotis 18 5 0 30 Dec 2021
Meta-CPR: Generalize to Unseen Large Number of Agents with Communication Pattern Recognition Module Wei-Cheng Tseng Wei Wei Da-Cheng Juan Min Sun 36 2 0 14 Dec 2021
Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks Linghui Meng Muning Wen Yaodong Yang Chenyang Le Xiyun Li Weinan Zhang Ying Wen Haifeng Zhang Jun Wang Bo Xu OffRL 26 38 0 06 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
Catalytic Role Of Noise And Necessity Of Inductive Biases In The Emergence Of Compositional Communication Lukasz Kuciñski Tomasz Korbak P. Kołodziej Piotr Milo's 63 19 0 11 Nov 2021