AI Agent - arXivDaily 专题

1910.12639 2020-01-01 eess.SY cs.AI cs.MA cs.RO cs.SY 88%

MAMPS: Safe Multi-Agent Reinforcement Learning via Model Predictive Shielding

Wenbo Zhang, Osbert Bastani, Vijay Kumar

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

1910.05512 2019-12-30 cs.LG cs.MA stat.ML 88%

Influence-Based Multi-Agent Exploration

Tonghan Wang, Jianhao Wang, Yi Wu, Chongjie Zhang

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Journal ref International Conference on Learning Representations, 2020, spotlight

1907.07847 2019-12-30 cs.LG cs.MA stat.ML 88%

Prioritized Guidance for Efficient Multi-Agent Reinforcement Learning Exploration

Qisheng Wang, Qichao Wang

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments Theequations (7)-(10) in the paper are incorrectly derived, and need to be withdrawn and revised in many places

1909.10651 2019-12-10 cs.LG cs.MA stat.ML 88%

Integrating independent and centralized multi-agent reinforcement learning for traffic signal network optimization

Zhi Zhang, Jiachen Yang, Hongyuan Zha

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

1902.04043 2019-12-10 cs.LG cs.MA stat.ML 88%

The StarCraft Multi-Agent Challenge

Mikayel Samvelyan, Tabish Rashid, Christian Schroeder de Witt, Gregory Farquhar, Nantas Nardelli, Tim G. J. Rudner, Chia-Man Hung, Philip H. S. Torr, Jakob Foerster, Shimon Whiteson

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

1802.06444 2019-12-03 cs.MA cs.AI 88%

Efficient Collaborative Multi-Agent Deep Reinforcement Learning for Large-Scale Fleet Management

Kaixiang Lin, Renyu Zhao, Zhe Xu, Jiayu Zhou

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

1911.10715 2019-11-26 cs.AI cs.MA 88%

Multi-Agent Game Abstraction via Graph Attention Neural Network

Yong Liu, Weixun Wang, Yujing Hu, Jianye Hao, Xingguo Chen, Yang Gao

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments Accepted by AAAI2020

1911.07712 2019-11-19 cs.AI 88%

Inducing Cooperation via Team Regret Minimization based Multi-Agent Deep Reinforcement Learning

Runsheng Yu, Zhenyu Shi, Xinrun Wang, Rundong Wang, Buhong Liu, Xinwen Hou, Hanjiang Lai, Bo An

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

1911.05892 2019-11-15 q-fin.TR cs.LG cs.MA 88%

Reinforcement Learning for Market Making in a Multi-agent Dealer Market

Sumitra Ganesh, Nelson Vadori, Mengda Xu, Hua Zheng, Prashant Reddy, Manuela Veloso

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

1905.03494 2019-11-15 cs.NI cs.AI 88%

Toward Packet Routing with Fully-distributed Multi-agent Deep Reinforcement Learning

Xinyu You, Xuanjie Li, Yuedong Xu, Hui Feng, Jin Zhao, Huaicheng Yan

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 12 pages, 10 figures

Journal ref RAWNET workshop collocated with WiOpt 2019 Conference

1909.02682 2019-11-04 cs.LG stat.ML 88%

Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control

Sai Qian Zhang, Qi Zhang, Jieyu Lin

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

1911.00025 2019-11-04 cs.LG cs.CV stat.ML 88%

PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning

Iou-Jen Liu, Raymond A. Yeh, Alexander G. Schwing

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments Accepted to CORL2019

1910.10109 2019-10-23 cs.MA cs.LG cs.RO cs.SY eess.SP eess.SY 88%

Distributed interference cancellation in multi-agent scenarios

Mahdi Shamsi, Alireza Moslemi Haghighi, Farokh Marvasti

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

1910.09152 2019-10-22 cs.LG stat.ML 88%

A New Framework for Multi-Agent Reinforcement Learning -- Centralized Training and Exploration with Decentralized Execution via Policy Distillation

Gang Chen

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

1910.08809 2019-10-22 cs.LG cs.MA stat.ML 88%

A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning

Nicolas Carion, Gabriel Synnaeve, Alessandro Lazaric, Nicolas Usunier

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Journal ref NeurIPS 2019

1910.07780 2019-10-18 cs.AI cs.GT cs.MA 88%

MAPEL: Multi-Agent Pursuer-Evader Learning using Situation Report

Sagar Verma, Richa Verma, P. B. Sujit

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 8 pages

1910.02240 2019-10-09 cs.AI 88%

Attention-based Fault-tolerant Approach for Multi-agent Reinforcement Learning Systems

Mingyang Geng, Kele Xu, Yiying Li, Shuqi Liu, Bo Ding, Huaimin Wang

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 13 pages. arXiv admin note: text overlap with arXiv:1812.00922 by other authors

1910.03058 2019-10-09 cs.MA cs.LG 88%

Decentralized Multi-Agent Actor-Critic with Generative Inference

Kevin Corder, Manuel M. Vindiola, Keith Decker

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments 8 pages. Accepted to Deep Reinforcement Learning Workshop at NeurIPS 2019

1910.02591 2019-10-08 cs.MA cs.LG 88%

Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution Matching

Ming Zhou, Jiarui Jin, Weinan Zhang, Zhiwei Qin, Yan Jiao, Chenxi Wang, Guobin Wu, Yong Yu, Jieping Ye

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments 9 pages,13 figures

1901.09326 2019-10-01 cs.LG stat.ML 88%

Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning

Chao Qu, Shie Mannor, Huan Xu, Yuan Qi, Le Song, Junwu Xiong

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

1909.10157 2019-09-24 cs.AI 88%

Active collaboration in relative observation for Multi-agent visual SLAM based on Deep Q Network

Zhaoyi Pei, Piaosong Hao, Meixiang Quan, Muhammad Zuhair Qadir, Guo Li

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

1909.06900 2019-09-17 math.OC cs.LG 88%

Exploiting Fast Decaying and Locality in Multi-Agent MDP with Tree Dependence Structure

Guannan Qu, Na Li

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments 10 pages, 3 figures. Accepted to CDC 2019

1909.06859 2019-09-17 cs.LG cs.IR stat.ML 88%

MarlRank: Multi-agent Reinforced Learning to Rank

Shihao Zou, Zhonghua Li, Mohammad Akbari, Jun Wang, Peng Zhang

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments CIKM 2019

1909.06480 2019-09-17 cs.AI cs.MA cs.RO 88%

An Alert-Generation Framework for Improving Resiliency in Human-Supervised, Multi-Agent Teams

Sarah Al-Hussaini, Jason M. Gregory, Shaurya Shriyam, Satyandra K. Gupta

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

1909.05815 2019-09-13 cs.MA cs.AI 88%

Modeling Sensorimotor Coordination as Multi-Agent Reinforcement Learning with Differentiable Communication

Bowen Jing, William Yin

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

1909.05232 2019-09-12 cs.MA cs.AI 88%

On Memory Mechanism in Multi-Agent Reinforcement Learning

Yilun Zhou, Derrik E. Asher, Nicholas R. Waytowich, Julie A. Shah

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

1909.03475 2019-09-10 cs.MA cs.SE 88%

An Architectural Style for Self-Adaptive Multi-Agent Systems

Danny Weyns, Flavio Oquendo

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.SE

Comments 60 pages, 2 online appendices

1909.01101 2019-09-04 cs.CL 88%

Multi-agent Learning for Neural Machine Translation

Tianchi Bi, Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.CL

Comments Accepted by EMNLP2019

1810.05993 2019-08-27 cs.RO cs.HC cs.LG 88%

The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal Graphs

Boris Ivanovic, Marco Pavone

专题命中多智能体：agent(title,abstract)；multi-agent(title)；autonomous agent(abstract)；分类 cs.LG

Comments IEEE/CVF International Conference on Computer Vision (ICCV) 2019 -- 10 pages, 10 figures, 2 tables

1908.04469 2019-08-14 eess.IV cs.CV cs.LG cs.MA 88%

Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation

Chaowei Tan, Zhennan Yan, Shaoting Zhang, Kang Li, Dimitris N. Metaxas

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

1. 多智能体 14943 篇

MAMPS: Safe Multi-Agent Reinforcement Learning via Model Predictive Shielding

Influence-Based Multi-Agent Exploration

Prioritized Guidance for Efficient Multi-Agent Reinforcement Learning Exploration

Integrating independent and centralized multi-agent reinforcement learning for traffic signal network optimization

The StarCraft Multi-Agent Challenge

Efficient Collaborative Multi-Agent Deep Reinforcement Learning for Large-Scale Fleet Management

Multi-Agent Game Abstraction via Graph Attention Neural Network

Inducing Cooperation via Team Regret Minimization based Multi-Agent Deep Reinforcement Learning

Reinforcement Learning for Market Making in a Multi-agent Dealer Market

Toward Packet Routing with Fully-distributed Multi-agent Deep Reinforcement Learning

Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control

PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning

Distributed interference cancellation in multi-agent scenarios

A New Framework for Multi-Agent Reinforcement Learning -- Centralized Training and Exploration with Decentralized Execution via Policy Distillation

A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning

MAPEL: Multi-Agent Pursuer-Evader Learning using Situation Report

Attention-based Fault-tolerant Approach for Multi-agent Reinforcement Learning Systems

Decentralized Multi-Agent Actor-Critic with Generative Inference

Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution Matching

Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning

Active collaboration in relative observation for Multi-agent visual SLAM based on Deep Q Network

Exploiting Fast Decaying and Locality in Multi-Agent MDP with Tree Dependence Structure

MarlRank: Multi-agent Reinforced Learning to Rank

An Alert-Generation Framework for Improving Resiliency in Human-Supervised, Multi-Agent Teams

Modeling Sensorimotor Coordination as Multi-Agent Reinforcement Learning with Differentiable Communication

On Memory Mechanism in Multi-Agent Reinforcement Learning

An Architectural Style for Self-Adaptive Multi-Agent Systems

Multi-agent Learning for Neural Machine Translation

The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal Graphs

Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation