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Dynamic Communication in Multi-Agent Reinforcement Learning via Information Bottleneck
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Jiawei You
;
Youlong Wu
;
Dingzhu Wen
Adobe PDF(411Kb)
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收藏
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浏览/下载:348/5
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提交时间:2024/09/14
Adversarial machine learning
Information dissemination
Reinforcement learning
Communication overheads
Communication range
Cooperative tasks
Dynamic communication
Information bottleneck
Information sharing
Multi-agent reinforcement learning
Multiagent systems (MASs)
Reinforcement learning algorithms
Task performance
Model checking-based decision support system for fault management: A comprehensive framework and application in electric power systems
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 卷号: 247, 期号: 123371
作者:
Chen, Guangyao
;
He, Peilin
;
Wang, Ziqi
;
Teng, Zixin
;
Jiang, Zhihao
Adobe PDF(2200Kb)
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浏览/下载:409/4
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提交时间:2024/02/23
Automata theory
Decision making
Electric power systems
Failure analysis
Intelligent agents
Model checking
Multi agent systems
Fault identifications
Fault management
Inter-agent interactions
Models checking
Partial observability
Reliability and safeties
Rigorous solution
System reliability
System safety
Timed Automata
An Empirical Study on Google Research Football Multi-agent Scenarios
期刊论文
MACHINE INTELLIGENCE RESEARCH, 2024, 卷号: 21, 期号: 3, 页码: 549-570
作者:
Song, Yan
;
Jiang, He
;
Tian, Zheng
;
Zhang, Haifeng
;
Zhang, Yingping
Adobe PDF(4254Kb)
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浏览/下载:359/68
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提交时间:2024/02/23
Fertilizers
HTTP
Learning algorithms
Learning systems
Multi agent systems
Reinforcement learning
Distributed reinforcement learning system
Empirical studies
Google+
Multi agent
Multi-agent reinforcement learning
Population-based training
Reinforcement learning systems
Reward shaping
Training framework
Extended Abstract of Diffusion Auction Design with Transaction Costs
会议论文
PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS, AAMAS, Auckland, New zealand, May 6, 2024 - May 10, 2024
作者:
Li, Bin
;
Hao, Dong
;
Zhao, Dengji
Adobe PDF(895Kb)
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收藏
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浏览/下载:249/1
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提交时间:2024/07/05
Autonomous agents
Commerce
Costs
Multi agent systems
Auction design
Diffusion auction design
Extended abstracts
Intermediated market
Multi-unit
Neighbourhood
Reduction strategy
Social welfare
Transaction cost
Vickrey-Clarke-Groves mechanism
Boosting Studies of Multi-Agent Reinforcement Learning on Google Research Football Environment: the Past, Present, and Future
会议论文
PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS, AAMAS, Auckland, New zealand, May 6, 2024 - May 10, 2024
作者:
Song, Yan
;
Jiang, He
;
Zhang, Haifeng
;
Tian, Zheng
;
Zhang, Weinan
Adobe PDF(19782Kb)
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浏览/下载:205/0
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提交时间:2024/07/05
Autonomous agents
Fertilizers
Learning systems
Reinforcement learning
Sports
Agents coordination
Cooperative learning
Cooperative scenarios
Evaluation metrics
Game scenario
Google+
Multi agent
Multi-agent reinforcement learning
Single-agent
Training complexity
Optimal Diffusion Auctions
会议论文
PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS, AAMAS, Auckland, New zealand, May 6, 2024 - May 10, 2024
作者:
Zhang, Yao
;
Zheng, Shanshan
;
Zhao, Dengji
Adobe PDF(408Kb)
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收藏
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浏览/下载:183/1
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提交时间:2024/07/05
Commerce
Diffusion
Machine design
Multi agent systems
Sales
Structural optimization
Auction design
Diffusion auction
Diffusion mechanisms
Mechanism design
Optimal mechanism
Revenue maximization
Decomposing Temporal Equilibrium Strategy for Coordinated Distributed Multi-Agent Reinforcement Learning
会议论文
THIRTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 16, null,Vancouver,CANADA, FEB 20-27, 2024
作者:
Zhu, Chenyang
;
Si, Wen
;
Zhu, Jinyu
;
Jiang, Zhihao
Adobe PDF(1174Kb)
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浏览/下载:365/2
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提交时间:2024/03/26
Fertilizers
Game theory
Multi agent systems
Reinforcement learning
Decision-making process
Equilibria strategies
Historical data
Multi-agent environment
Multi-agent reinforcement learning
Non-Markovian property
Parity games
State-space
System robustness
Systems complexity
MARLens: Understanding Multi-Agent Reinforcement Learning for Traffic Signal Control Via Visual Analytics
期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2024, 卷号: PP, 期号: 99, 页码: 1-16
作者:
Zhang, Yutian
;
Zheng, Guohong
;
Liu, Zhiyuan
;
Li, Quan
;
Zeng, Haipeng
Adobe PDF(9865Kb)
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收藏
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浏览/下载:236/0
|
提交时间:2024/05/11
Fertilizers
Multi agent systems
Reinforcement learning
Traffic congestion
Traffic signals
Visualization
Adaptation models
Decision-making process
Decisions makings
Multi agent
Multi-agent reinforcement learning
Reinforcement learnings
Traffic signal control
Visual analytics
Toward multi-target self-organizing pursuit in a partially observable Markov game
期刊论文
INFORMATION SCIENCES, 2023, 卷号: 648
作者:
Sun, Lijun
;
Chang, Yu-Cheng
;
Lyu, Chao
;
Shi, Ye
;
Shi, Yuhui
Adobe PDF(3098Kb)
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收藏
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浏览/下载:465/114
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提交时间:2023/09/08
Behavioral research
Decision making
Deep learning
Fertilizers
Multi agent systems
Reinforcement learning
Interaction uncertainty
Markov games
Multi-target pursuits
Multi-targets
Noncommunication
Observation uncertainties
Pursuit problems
Self organizations
Self-organising
Uncertainty
Sybil-Proof Diffusion Auction in Social Networks
会议论文
PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS, AAMAS, London, United kingdom, May 29, 2023 - June 2, 2023
作者:
Chen, Hongyin
;
Deng, Xiaotie
;
Wang, Ying
;
Wu, Yue
;
Zhao, Dengji
Adobe PDF(767Kb)
|
收藏
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浏览/下载:202/0
|
提交时间:2023/10/13
Commerce
Diffusion
Machine design
Multi agent systems
Sales
Changing structures
Diffusion auction
Dynamic network
Fake node
Incentive compatibility
Mechanism design
Property
Social network
Social welfare maximization
Sybil attack
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