AI Agent - arXivDaily 专题

2201.08111 2022-01-25 cs.AI cs.LG 88%

Safety-Aware Multi-Agent Apprenticeship Learning

Junchen Zhao

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

Comments 58 pages, 4 figures. Master's report. arXiv admin note: text overlap with arXiv:1710.07983 by other authors

2106.05727 2022-01-20 cs.AI cs.LG cs.MA 88%

Cooperative Multi-Agent Fairness and Equivariant Policies

Niko A. Grupen, Bart Selman, Daniel D. Lee

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

Comments 12 pages, 5 figures

2201.07092 2022-01-19 cs.LG cs.AI cs.MA 88%

K-nearest Multi-agent Deep Reinforcement Learning for Collaborative Tasks with a Variable Number of Agents

Hamed Khorasgani, Haiyan Wang, Hsiu-Khuern Tang, Chetan Gupta

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

Journal ref 2021 IEEE International Conference on Big Data (Big Data)

2107.09807 2022-01-19 cs.MA cs.AI cs.LG 88%

Improved Reinforcement Learning in Cooperative Multi-agent Environments Using Knowledge Transfer

Mahnoosh Mahdavimoghaddam, Amin Nikanjam, Monireh Abdoos

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

Comments Accepted for publication by The Journal of Supercomputing

2201.05843 2022-01-19 eess.SY cs.AI cs.LG cs.RO cs.SY 88%

Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control

Won Joon Yun, Soohyun Park, Joongheon Kim, MyungJae Shin, Soyi Jung, David A. Mohaisen, Jae-Hyun Kim

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

Comments 10 pages, 6 figures, Accepted for publication in IEEE Transactions on Industrial Informatics (TII)

2201.04962 2022-01-14 cs.MA cs.AI cs.LG cs.SY eess.SY math.OC 88%

Distributed Cooperative Multi-Agent Reinforcement Learning with Directed Coordination Graph

Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush. K. Sharma

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

2201.02932 2022-01-11 cs.LG cs.AI 88%

A Multi-agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning

Sai Qian Zhang, Jieyu Lin, Qi Zhang

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

Comments To be appeared at AAAI, 2022

2201.01182 2022-01-05 cs.GT cs.AI cs.LG cs.MA econ.EM 88%

Modelling Cournot Games as Multi-agent Multi-armed Bandits

Kshitija Taywade, Brent Harrison, Adib Bagh

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

Comments 12 pages. arXiv admin note: text overlap with arXiv:2201.00486

2112.12740 2021-12-24 cs.LG cs.AI cs.RO 88%

Learning Cooperative Multi-Agent Policies with Partial Reward Decoupling

Benjamin Freed, Aditya Kapoor, Ian Abraham, Jeff Schneider, Howie Choset

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

Comments in IEEE Robotics and Automation Letters

2111.15611 2021-12-16 cs.AI cs.LG cs.MA 88%

The Power of Communication in a Distributed Multi-Agent System

Philipp Dominic Siedler

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

Comments Cooperative AI Workshop at the 35th Conference on Neural Information Processing Systems (NeurIPS 2021), Sydney, Australia

2111.10898 2021-12-07 cs.MA cs.AI cs.LG cs.SY eess.SY 88%

Renewable energy integration and microgrid energy trading using multi-agent deep reinforcement learning

Daniel J. B. Harrold, Jun Cao, Zhong Fan

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

2112.00424 2021-12-02 cs.LG cs.AI cs.MA 88%

Multi-Agent Transfer Learning in Reinforcement Learning-Based Ride-Sharing Systems

Alberto Castagna, Ivana Dusparic

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

2111.06721 2021-12-02 cs.LG cs.AI stat.ML 88%

Causal Multi-Agent Reinforcement Learning: Review and Open Problems

St John Grimbly, Jonathan Shock, Arnu Pretorius

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

Comments Accepted at Cooperative AI Workshop, NeurIPS 2021

2111.15013 2021-12-01 cs.NI cs.AI cs.LG 88%

DeepCQ+: Robust and Scalable Routing with Multi-Agent Deep Reinforcement Learning for Highly Dynamic Networks

Saeed Kaviani, Bo Ryu, Ejaz Ahmed, Kevin Larson, Anh Le, Alex Yahja, Jae H. Kim

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

Comments arXiv admin note: substantial text overlap with arXiv:2101.03273

2111.14310 2021-11-30 cs.MA cs.AI cs.LG 88%

How Can Creativity Occur in Multi-Agent Systems?

Ted Fujimoto

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

2111.14177 2021-11-30 cs.MA cs.AI cs.LG 88%

Evaluating Generalization and Transfer Capacity of Multi-Agent Reinforcement Learning Across Variable Number of Agents

Bengisu Guresti, Nazim Kemal Ure

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

Comments accepted to COMARL AAAI 2021

2011.10753 2021-11-22 cs.LG cs.AI cs.MA 88%

Emergent Road Rules In Multi-Agent Driving Environments

Avik Pal, Jonah Philion, Yuan-Hong Liao, Sanja Fidler

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

Comments International Conference on Learning Representations (2021)

Journal ref International Conference on Learning Representations, 2021

2006.06870 2021-11-17 cs.MA cs.AI cs.LG 88%

Multi-Agent Informational Learning Processes

J. K. Terry, Nathaniel Grammel

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

Comments We are withdrawing this paper as section 2.1.1 implicitly assumes information gain at all points is homogenous. A researcher has provided us an example showing that this assumption causes our model to make unexpected and pathological predictions, and we are aware of now way to remove this assumption from our work

2111.07334 2021-11-16 eess.SY cs.AI cs.LG cs.MA cs.RO cs.SY 88%

Relative Distributed Formation and Obstacle Avoidance with Multi-agent Reinforcement Learning

Yuzi Yan, Xiaoxiang Li, Xinyou Qiu, Jiantao Qiu, Jian Wang, Yu Wang, Yuan Shen

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

2111.05969 2021-11-12 cs.LG cs.AI cs.MA cs.SY eess.SY 88%

PowerGridworld: A Framework for Multi-Agent Reinforcement Learning in Power Systems

David Biagioni, Xiangyu Zhang, Dylan Wald, Deepthi Vaidhynathan, Rohit Chintala, Jennifer King, Ahmed S. Zamzam

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

2006.07869 2021-11-10 cs.LG cs.AI cs.MA stat.ML 88%

Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks

Georgios Papoudakis, Filippos Christianos, Lukas Schäfer, Stefano V. Albrecht

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

Comments Published in 35th Conference on Neural Information Processing Systems (NeurIPS 2021) Track on Datasets and Benchmarks

2111.01100 2021-11-02 cs.MA cs.AI cs.LG 88%

Investigation of Independent Reinforcement Learning Algorithms in Multi-Agent Environments

Ken Ming Lee, Sriram Ganapathi Subramanian, Mark Crowley

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

Comments 15 pages, 7 figures, Accepted for NeurIPS 2021 Deep Reinforcement Learning Workshop

2006.00587 2021-11-02 cs.LG cs.AI cs.MA stat.ML 88%

Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization

Jianhao Wang, Zhizhou Ren, Beining Han, Jianing Ye, Chongjie Zhang

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

Comments Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021)

2110.13450 2021-10-27 cs.LG cs.AI cs.SY eess.SY 88%

Distributed Multi-Agent Deep Reinforcement Learning Framework for Whole-building HVAC Control

Vinay Hanumaiah, Sahika Genc

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

2004.08646 2021-10-19 cs.LG cs.AI cs.RO 88%

Macro-Action-Based Deep Multi-Agent Reinforcement Learning

Yuchen Xiao, Joshua Hoffman, Christopher Amato

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

Journal ref 3rd Conference on Robot Learning (CoRL 2019)

2110.08229 2021-10-18 cs.RO cs.AI cs.LG cs.MA 88%

Influencing Towards Stable Multi-Agent Interactions

Woodrow Z. Wang, Andy Shih, Annie Xie, Dorsa Sadigh

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

Comments 15 pages, 5 figures, Published as an Oral at Conference on Robot Learning (CoRL) 2021

2106.03352 2021-10-14 cs.LG cs.AI stat.ML 88%

The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces

Chi Jin, Qinghua Liu, Tiancheng Yu

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

2103.14023 2021-10-08 cs.AI cs.CV cs.LG cs.MA cs.RO 88%

AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting

Ye Yuan, Xinshuo Weng, Yanglan Ou, Kris Kitani

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

Comments ICCV 2021. Code: https://github.com/Khrylx/AgentFormer. Project page: https://www.ye-yuan.com/agentformer

2011.01129 2021-10-08 cs.RO cs.AI cs.LG 88%

Multi-Agent Reinforcement Learning for Visibility-based Persistent Monitoring

Jingxi Chen, Amrish Baskaran, Zhongshun Zhang, Pratap Tokekar

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

Comments Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2021

2008.01062 2021-10-05 cs.LG cs.AI cs.MA stat.ML 88%

QPLEX: Duplex Dueling Multi-Agent Q-Learning

Jianhao Wang, Zhizhou Ren, Terry Liu, Yang Yu, Chongjie Zhang

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

1. 多智能体 14922 篇

Safety-Aware Multi-Agent Apprenticeship Learning

Cooperative Multi-Agent Fairness and Equivariant Policies

K-nearest Multi-agent Deep Reinforcement Learning for Collaborative Tasks with a Variable Number of Agents

Improved Reinforcement Learning in Cooperative Multi-agent Environments Using Knowledge Transfer

Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control

Distributed Cooperative Multi-Agent Reinforcement Learning with Directed Coordination Graph

A Multi-agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning

Modelling Cournot Games as Multi-agent Multi-armed Bandits

Learning Cooperative Multi-Agent Policies with Partial Reward Decoupling

The Power of Communication in a Distributed Multi-Agent System

Renewable energy integration and microgrid energy trading using multi-agent deep reinforcement learning

Multi-Agent Transfer Learning in Reinforcement Learning-Based Ride-Sharing Systems

Causal Multi-Agent Reinforcement Learning: Review and Open Problems

DeepCQ+: Robust and Scalable Routing with Multi-Agent Deep Reinforcement Learning for Highly Dynamic Networks

How Can Creativity Occur in Multi-Agent Systems?

Evaluating Generalization and Transfer Capacity of Multi-Agent Reinforcement Learning Across Variable Number of Agents

Emergent Road Rules In Multi-Agent Driving Environments

Multi-Agent Informational Learning Processes

Relative Distributed Formation and Obstacle Avoidance with Multi-agent Reinforcement Learning

PowerGridworld: A Framework for Multi-Agent Reinforcement Learning in Power Systems

Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks

Investigation of Independent Reinforcement Learning Algorithms in Multi-Agent Environments

Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization

Distributed Multi-Agent Deep Reinforcement Learning Framework for Whole-building HVAC Control

Macro-Action-Based Deep Multi-Agent Reinforcement Learning

Influencing Towards Stable Multi-Agent Interactions

The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces

AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting

Multi-Agent Reinforcement Learning for Visibility-based Persistent Monitoring

QPLEX: Duplex Dueling Multi-Agent Q-Learning