AI Agent - arXivDaily 专题

2112.15156 2022-01-03 cs.LG cs.MA eess.SP 88%

Multi-Agent Reinforcement Learning via Adaptive Kalman Temporal Difference and Successor Representation

Mohammad Salimibeni, Arash Mohammadi, Parvin Malekzadeh, Konstantinos N. Plataniotis

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

2109.05413 2021-12-24 cs.RO cs.AI cs.MA 88%

Learning Selective Communication for Multi-Agent Path Finding

Ziyuan Ma, Yudong Luo, Jia Pan

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

Comments IEEE Robotics and Automation Letters (RA-L)

2102.07936 2021-12-23 cs.MA cs.LG 88%

DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning

Wei-Fang Sun, Cheng-Kuang Lee, Chun-Yi Lee

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

Comments ICML 2021

2112.06594 2021-12-14 cs.RO cs.AI 88%

Multi-agent Soft Actor-Critic Based Hybrid Motion Planner for Mobile Robots

Zichen He, Lu Dong, Chunwei Song, Changyin Sun

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

2112.06185 2021-12-14 cs.RO cs.AI 88%

Multi-Agent Vulnerability Discovery for Autonomous Driving with Hazard Arbitration Reward

Weilin Liu, Ye Mu, Chao Yu, Xuefei Ning, Zhong Cao, Yi Wu, Shuang Liang, Huazhong Yang, Yu Wang

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

2106.08482 2021-12-09 cs.AI 88%

Minimizing Communication while Maximizing Performance in Multi-Agent Reinforcement Learning

Varun Kumar Vijay, Hassam Sheikh, Somdeb Majumdar, Mariano Phielipp

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

2104.03642 2021-12-08 cs.LG cs.CV 88%

CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting

Huy Hoang Nguyen, Simo Saarakkala, Matthew B. Blaschko, Aleksei Tiulpin

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

Comments 10 pages

2110.08169 2021-12-06 cs.LG 88%

Containerized Distributed Value-Based Multi-Agent Reinforcement Learning

Siyang Wu, Tonghan Wang, Chenghao Li, Yang Hu, Chongjie Zhang

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

2111.15087 2021-12-01 cs.NI cs.LG cs.MA 88%

MAMRL: Exploiting Multi-agent Meta Reinforcement Learning in WAN Traffic Engineering

Shan Sun, Mariam Kiran, Wei Ren

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

Comments 16 pages, 7 figures

2110.04507 2021-12-01 cs.AI 88%

TiKick: Towards Playing Multi-agent Football Full Games from Single-agent Demonstrations

Shiyu Huang, Wenze Chen, Longfei Zhang, Shizhen Xu, Ziyang Li, Fengming Zhu, Deheng Ye, Ting Chen, Jun Zhu

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

2109.10900 2021-11-23 cs.AI cs.MA 88%

Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines

Tobias Müller, Christoph Roch, Kyrill Schmid, Philipp Altmann

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

Comments Accepted at ICAART 2022, 10 pages, 11 figures

2111.06776 2021-11-19 cs.LG cs.SY eess.SY 88%

Resilient Consensus-based Multi-agent Reinforcement Learning with Function Approximation

Martin Figura, Yixuan Lin, Ji Liu, Vijay Gupta

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

2104.02710 2021-11-19 cs.LG cs.CV 88%

The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions

Jennifer J. Sun, Tomomi Karigo, Dipam Chakraborty, Sharada P. Mohanty, Benjamin Wild, Quan Sun, Chen Chen, David J. Anderson, Pietro Perona, Yisong Yue, Ann Kennedy

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

Comments NeurIPS2021 Datasets & Benchmarks. Dataset: https://data.caltech.edu/records/1991, Website: https://sites.google.com/view/computational-behavior/our-datasets/calms21-dataset

2009.14471 2021-11-17 cs.LG cs.MA stat.ML 88%

PettingZoo: Gym for Multi-Agent Reinforcement Learning

J. K. Terry, Benjamin Black, Nathaniel Grammel, Mario Jayakumar, Ananth Hari, Ryan Sullivan, Luis Santos, Rodrigo Perez, Caroline Horsch, Clemens Dieffendahl, Niall L. Williams, Yashas Lokesh, Praveen Ravi

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

2111.06494 2021-11-15 cs.AI cs.MA 88%

DPLL(MAPF): an Integration of Multi-Agent Path Finding and SAT Solving Technologies

Martin Čapek, Pavel Surynek

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

2111.05670 2021-11-11 cs.LG cs.MA 88%

DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning

Zhaoxing Yang, Rong Ding, Haiming Jin, Yifei Wei, Haoyi You, Guiyun Fan, Xiaoying Gan, Xinbing Wang

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

Comments 25 pages

2011.08055 2021-11-11 cs.MA cs.LG 88%

Scalable Reinforcement Learning Policies for Multi-Agent Control

Christopher D. Hsu, Heejin Jeong, George J. Pappas, Pratik Chaudhari

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

Comments 8 pages, 10 figures, contributed paper at IROS 2021

1908.02805 2021-11-08 math.OC cs.LG cs.MA 88%

Fast Multi-Agent Temporal-Difference Learning via Homotopy Stochastic Primal-Dual Optimization

Dongsheng Ding, Xiaohan Wei, Zhuoran Yang, Zhaoran Wang, Mihailo R. Jovanović

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

Comments 29 pages, 4 figures

2106.00845 2021-11-05 cs.MA cs.LG cs.NI 88%

Energy-aware optimization of UAV base stations placement via decentralized multi-agent Q-learning

Babatunji Omoniwa, Boris Galkin, Ivana Dusparic

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

Comments Accepted paper for presentation and publication in the Proceedings of IEEE CCNC 2022, Las Vegas, USA

2110.14771 2021-11-03 cs.MA cs.AI q-fin.TR 88%

ABIDES-Gym: Gym Environments for Multi-Agent Discrete Event Simulation and Application to Financial Markets

Selim Amrouni, Aymeric Moulin, Jared Vann, Svitlana Vyetrenko, Tucker Balch, Manuela Veloso

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

2006.06555 2021-11-03 cs.LG cs.MA stat.ML 88%

Multi-Agent Reinforcement Learning in Stochastic Networked Systems

Yiheng Lin, Guannan Qu, Longbo Huang, Adam Wierman

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

2111.00438 2021-11-02 cs.MA cs.LG 88%

Decentralized Multi-Agent Reinforcement Learning: An Off-Policy Method

Kuo Li, Qing-Shan Jia

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

2106.02195 2021-11-02 cs.LG 88%

Celebrating Diversity in Shared Multi-Agent Reinforcement Learning

Chenghao Li, Tonghan Wang, Chengjie Wu, Qianchuan Zhao, Jun Yang, Chongjie Zhang

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

2110.15762 2021-11-01 cs.LG cs.MA 88%

Mixed Cooperative-Competitive Communication Using Multi-Agent Reinforcement Learning

Astrid Vanneste, Wesley Van Wijnsberghe, Simon Vanneste, Kevin Mets, Siegfried Mercelis, Steven Latré, Peter Hellinckx

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

2110.07922 2021-10-29 cs.RO cs.LG cs.MA 88%

Anomaly Detection in Multi-Agent Trajectories for Automated Driving

Julian Wiederer, Arij Bouazizi, Marco Troina, Ulrich Kressel, Vasileios Belagiannis

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

Comments 15 pages incl. supplementary material, 8 figures, 4 tables (accepted by CoRL 2021)

2110.14524 2021-10-28 cs.LG cs.MA 88%

Model based Multi-agent Reinforcement Learning with Tensor Decompositions

Pascal Van Der Vaart, Anuj Mahajan, Shimon Whiteson

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

Journal ref 2nd Workshop on Quantum Tensor Networks in Machine Learning (NeurIPS 2021)

2106.03400 2021-10-27 cs.AI 88%

Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning

Yiqin Yang, Xiaoteng Ma, Chenghao Li, Zewu Zheng, Qiyuan Zhang, Gao Huang, Jun Yang, Qianchuan Zhao

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

Comments Accepted by NeurIPS2021. The first two authors contributed equally to the work

2110.12603 2021-10-26 cs.LG cs.MA math.OC 88%

Common Information based Approximate State Representations in Multi-Agent Reinforcement Learning

Hsu Kao, Vijay Subramanian

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

2007.02794 2021-10-26 stat.ML cs.LG 88%

Efficient Connected and Automated Driving System with Multi-agent Graph Reinforcement Learning

Tianyu Shi, Jiawei Wang, Yuankai Wu, Luis Miranda-Moreno, Lijun Sun

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

2110.08963 2021-10-19 cs.AI 88%

SS-MAIL: Self-Supervised Multi-Agent Imitation Learning

Akshay Dharmavaram, Tejus Gupta, Jiachen Li, Katia P. Sycara

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

Comments Pre-Print

1. 多智能体 14943 篇

Multi-Agent Reinforcement Learning via Adaptive Kalman Temporal Difference and Successor Representation

Learning Selective Communication for Multi-Agent Path Finding

DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning

Multi-agent Soft Actor-Critic Based Hybrid Motion Planner for Mobile Robots

Multi-Agent Vulnerability Discovery for Autonomous Driving with Hazard Arbitration Reward

Minimizing Communication while Maximizing Performance in Multi-Agent Reinforcement Learning

CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting

Containerized Distributed Value-Based Multi-Agent Reinforcement Learning

MAMRL: Exploiting Multi-agent Meta Reinforcement Learning in WAN Traffic Engineering

TiKick: Towards Playing Multi-agent Football Full Games from Single-agent Demonstrations

Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines

Resilient Consensus-based Multi-agent Reinforcement Learning with Function Approximation

The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions

PettingZoo: Gym for Multi-Agent Reinforcement Learning

DPLL(MAPF): an Integration of Multi-Agent Path Finding and SAT Solving Technologies

DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning

Scalable Reinforcement Learning Policies for Multi-Agent Control

Fast Multi-Agent Temporal-Difference Learning via Homotopy Stochastic Primal-Dual Optimization

Energy-aware optimization of UAV base stations placement via decentralized multi-agent Q-learning

ABIDES-Gym: Gym Environments for Multi-Agent Discrete Event Simulation and Application to Financial Markets

Multi-Agent Reinforcement Learning in Stochastic Networked Systems

Decentralized Multi-Agent Reinforcement Learning: An Off-Policy Method

Celebrating Diversity in Shared Multi-Agent Reinforcement Learning

Mixed Cooperative-Competitive Communication Using Multi-Agent Reinforcement Learning

Anomaly Detection in Multi-Agent Trajectories for Automated Driving

Model based Multi-agent Reinforcement Learning with Tensor Decompositions

Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning

Common Information based Approximate State Representations in Multi-Agent Reinforcement Learning

Efficient Connected and Automated Driving System with Multi-agent Graph Reinforcement Learning

SS-MAIL: Self-Supervised Multi-Agent Imitation Learning