VAIN: Attentional Multi-agent Predictive Modeling

19 June 2017

Papers citing "VAIN: Attentional Multi-agent Predictive Modeling"

50 / 119 papers shown

Title
Graph Attention for Heterogeneous Graphs with Positional Encoding Nikhil Shivakumar Nayak GNN 56 0 0 03 Apr 2025
mmCooper: A Multi-agent Multi-stage Communication-efficient and Collaboration-robust Cooperative Perception Framework Bingyi Liu Jian Teng Hongfei Xue Enshu Wang Chuanhui Zhu Pu Wang Libing Wu 80 0 0 21 Jan 2025
Battery GraphNets : Relational Learning for Lithium-ion Batteries(LiBs) Life Estimation Sakhinana Sagar Srinivas Rajat Kumar Sarkar Venkataramana Runkana 32 0 0 14 Aug 2024
The Bandit Whisperer: Communication Learning for Restless Bandits Yunfan Zhao Tonghan Wang Dheeraj M. Nagaraj Aparna Taneja Milind Tambe 44 5 0 11 Aug 2024
LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions Chuanneng Sun Songjun Huang D. Pompili LLMAG 32 27 0 17 May 2024
STEMFold: Stochastic Temporal Manifold for Multi-Agent Interactions in the Presence of Hidden Agents Hemant Kumawat Biswadeep Chakraborty Saibal Mukhopadhyay AI4CE 21 3 0 25 Jan 2024
Generalization of Heterogeneous Multi-Robot Policies via Awareness and Communication of Capabilities Pierce Howell Max Rudolph R. Torbati Kevin Fu H. Ravichandar 16 6 0 23 Jan 2024
Slot Structured World Models Jonathan Collu Riccardo Majellaro Aske Plaat Thomas M. Moerland OCL 20 1 0 08 Jan 2024
Safe Multi-Agent Reinforcement Learning for Formation Control without Individual Reference Targets Murad Dawood Sicong Pan Nils Dengler Siqi Zhou Angela P. Schoellig Maren Bennewitz OffRL 11 2 0 20 Dec 2023
A Review of Cooperation in Multi-agent Learning Yali Du Joel Z. Leibo Usman Islam Richard Willis P. Sunehag 38 16 0 08 Dec 2023
Automated interpretation of congenital heart disease from multi-view echocardiograms Jing Wang Xiaofeng Liu Fangyun Wang Lin Zheng F. Gao Hanwen Zhang Xin Zhang Wanqing Xie Bin-bin Wang 31 55 0 30 Nov 2023
Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries Haitz Sáez de Ocáriz Borde Anastasis Kratsios 29 4 0 23 Oct 2023
Multi-Agent Reinforcement Learning Based on Representational Communication for Large-Scale Traffic Signal Control Rohit Bokade Xiaoning Jin Chris Amato 17 10 0 03 Oct 2023
Spatio-Temporal Domain Awareness for Multi-Agent Collaborative Perception Kun Yang Dingkang Yang Jingyu Zhang Mingcheng Li Y. Liu Jing Liu Hanqi Wang Peng Sun Liang Song 29 50 0 26 Jul 2023
QMNet: Importance-Aware Message Exchange for Decentralized Multi-Agent Reinforcement Learning Xiufeng Huang Sheng Zhou 11 1 0 18 Jul 2023
From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module Claudio Battiloro Indro Spinelli Lev Telyatnikov Michael M. Bronstein Simone Scardapane P. Lorenzo BDL 21 14 0 25 May 2023
Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention Hongjun Wang Jiyuan Chen Lun Du Qiang Fu Shi Han Xuan Song CML GNN 20 4 0 22 May 2023
Social Occlusion Inference with Vectorized Representation for Autonomous Driving Bochao Huang Ping Sun 17 0 0 18 Mar 2023
Guided Image-to-Image Translation by Discriminator-Generator Communication Yuanjiang Cao Lina Yao Le Pan Quan.Z Sheng Xiaojun Chang 18 0 0 07 Mar 2023
Collaborative Perception in Autonomous Driving: Methods, Datasets and Challenges Yushan Han Hui Zhang Huifang Li Yi Jin Congyan Lang Yidong Li 23 100 0 16 Jan 2023
Latent Graph Inference using Product Manifolds Haitz Sáez de Ocáriz Borde Anees Kazi Federico Barbero Pietro Lio' BDL 27 18 0 26 Nov 2022
Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation Siddharth Nayak Kenneth M. F. Choi Wenqi Ding Sydney I. Dolan Karthik Gopalakrishnan H. Balakrishnan 12 29 0 03 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 16 2 0 29 Oct 2022
Dynamic Inference on Graphs using Structured Transition Models Saumya Saxena Oliver Kroemer AI4CE 26 0 0 29 Sep 2022
Where2comm: Communication-Efficient Collaborative Perception via Spatial Confidence Maps Yue Hu Shaoheng Fang Zixing Lei Yiqi Zhong Siheng Chen 61 222 0 26 Sep 2022
Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network Seungwoong Ha Hawoong Jeong 17 4 0 28 Aug 2022
Collaborative Perception for Autonomous Driving: Current Status and Future Trend Shunli Ren Siheng Chen Wenjun Zhang 17 29 0 22 Aug 2022
Graph Neural Networks to Predict Sports Outcomes Peter Xenopoulos Claudio Silva 6 6 0 28 Jul 2022
Attention Mechanism in Neural Networks: Where it Comes and Where it Goes Derya Soydaner 3DV 36 149 0 27 Apr 2022
Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems Qing Fu Tenghai Qiu Jianqiang Yi Zhiqiang Pu Shiguang Wu 13 16 0 12 Mar 2022
PooL: Pheromone-inspired Communication Framework forLarge Scale Multi-Agent Reinforcement Learning Zixuan Cao Mengzhi Shi Zhanbo Zhao Xiujun Ma 22 0 0 20 Feb 2022
FCMNet: Full Communication Memory Net for Team-Level Cooperation in Multi-Agent Systems Yutong Wang Guillaume Sartoretti 12 8 0 28 Jan 2022
CTRMs: Learning to Construct Cooperative Timed Roadmaps for Multi-agent Path Planning in Continuous Spaces Keisuke Okumura Ryo Yonetani Mai Nishimura Asako Kanezaki 34 10 0 24 Jan 2022
Discovering Latent Representations of Relations for Interacting Systems Dohae Lee Young-Jin Oh In-Kwon Lee BDL 19 1 0 10 Nov 2021
Learning Distilled Collaboration Graph for Multi-Agent Perception Yiming Li Shunli Ren Pengxiang Wu Siheng Chen Chen Feng Wenjun Zhang 24 237 0 01 Nov 2021
Reinforced Natural Language Interfaces via Entropy Decomposition Xiaoran Wu Yipeng Kang LLMAG 22 0 0 23 Sep 2021
Spatio-Temporal Dynamic Inference Network for Group Activity Recognition Hangjie Yuan Dong Ni Mang Wang AI4CE 17 80 0 26 Aug 2021
RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting Jiachen Li Fan Yang Hengbo Ma Srikanth Malla M. Tomizuka Chiho Choi 21 42 0 03 Aug 2021
Learning interaction rules from multi-animal trajectories via augmented behavioral models Keisuke Fujii Naoya Takeishi Kazushi Tsutsui Emyo Fujioka Nozomi Nishiumi ... Hiroyoshi Kohno K. Yoda S. Takahashi S. Hiryu Yoshinobu Kawahara 19 13 0 12 Jul 2021
Multi-Agent Imitation Learning with Copulas Hongwei Wang Lantao Yu Zhangjie Cao Stefano Ermon AI4CE 19 12 0 10 Jul 2021
Interpreting Depression From Question-wise Long-term Video Recording of SDS Evaluation Wanqing Xie Lizhong Liang Yao Lu Chen Wang Jihong Shen Hui Luo Xiaofeng Liu 19 21 0 25 Jun 2021
Conditional Neural Relational Inference for Interacting Systems Joao A. Candido Ramos Lionel Blondé S. Armand Alexandros Kalousis 14 49 0 21 Jun 2021
Soft Attention: Does it Actually Help to Learn Social Interactions in Pedestrian Trajectory Prediction? L. Boucaud Daniel Aloise Nicolas Saunier HAI 20 0 0 16 Jun 2021
Time-series Imputation of Temporally-occluded Multiagent Trajectories Shayegan Omidshafiei Daniel Hennes M. Garnelo Eugene Tarassov Zhe Wang ... Jerome T. Connor Paul Muller I. Graham W. Spearman K. Tuyls AI4TS 15 5 0 08 Jun 2021
How Attentive are Graph Attention Networks? Shaked Brody Uri Alon Eran Yahav GNN 23 1,009 0 30 May 2021
Spatial Dual-Modality Graph Reasoning for Key Information Extraction Hongbin Sun Zhanghui Kuang Xiaoyu Yue Chenhao Lin Wayne Zhang 6 36 0 26 Mar 2021
Iterative SE(3)-Transformers F. Fuchs E. Wagstaff Justas Dauparas Ingmar Posner 25 17 0 26 Feb 2021
Grounded Relational Inference: Domain Knowledge Driven Explainable Autonomous Driving Chen Tang Nishan Srishankar Sujitha Martin M. Tomizuka 31 10 0 23 Feb 2021
Data-driven Analysis for Understanding Team Sports Behaviors Keisuke Fujii AI4TS AI4CE 24 27 0 15 Feb 2021
Neural Relational Inference with Efficient Message Passing Mechanisms Siyuan Chen Jiahai Wang Guoqing Li 13 18 0 23 Jan 2021