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On Decentralized Linearly Separable Computation With the Minimum Computation Cost
会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), Athens, Greece, 7-12 July 2024
作者:
Haoning Chen
;
Minquan Cheng
;
Ziyu Zhang
;
Kai Liang
;
Zhenhao Huang
Adobe PDF(487Kb)
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收藏
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浏览/下载:285/51
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提交时间:2024/08/26
Communication cost
Computation costs
Computation problems
Cyclic assignment
Decentralised
Decentralized computation
Linear transform
Linearly separable
Linearly separable function
Workers'
Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024
作者:
Wei, Honghao
;
Liu, Xin
;
Ying, Lei
Adobe PDF(518Kb)
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收藏
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浏览/下载:361/35
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提交时间:2024/04/26
Learning systems
Reinforcement learning
Action sets
Constraint violation
Cost-function
Functions approximations
Hard constraints
Information gain
Linear functions
Matchings
Reinforcement learnings
Reproducing Kernel Hilbert spaces
Stochastic Constrained Contextual Bandits via Lyapunov Optimization Based Estimation to Decision Framework
会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, Edmonton, AB, Canada, June 30, 2024 - July 3, 2024
作者:
Guo, Hengquan
;
Liu, Xin
Adobe PDF(1646Kb)
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浏览/下载:282/3
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提交时间:2024/10/11
Constrained optimization
Cost functions
Lyapunov functions
Lyapunov methods
Regression analysis
Constraint violation
Contextual banditti
Decision framework
Function class
General functions
Off-line problems
Optimisations
Realizability conditions
Slater condition
Stochastics
A Mixing-Accelerated Primal-Dual Proximal Algorithm for Distributed Nonconvex Optimization
会议论文
PROCEEDINGS OF THE AMERICAN CONTROL CONFERENCE, Toronto, ON, Canada, July 10, 2024 - July 12, 2024
作者:
Zichong, O.
;
Qiu, Chenyang
;
Wang, Dandan
;
Jie, L.
Adobe PDF(216Kb)
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收藏
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浏览/下载:380/43
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提交时间:2024/10/11
Chebyshev polynomials
Clutter (information theory)
Data fusion
Information fusion
Lagrange multipliers
Optimal systems
Polynomials
Augmented Lagrangians
Cost-function
Decentralised
Distributed mixing
Multiagent networks
Nonconvex
Nonconvex optimization
Nonconvex-optimization
Primal-dual
Proximal algorithm
On Stabilizing Terminal Costs and Regions for Configuration-Constrained Tube MPC
期刊论文
IEEE CONTROL SYSTEMS LETTERS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Boris Houska
;
Matthias A. Müller
;
Mario E. Villanueva
Adobe PDF(426Kb)
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收藏
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浏览/下载:272/0
|
提交时间:2024/06/11
Convex optimization
Cost benefit analysis
Cost functions
Predictive control systems
Robust control
Tubes (components)
Uncertainty analysis
Convex functions
Convex optimisation
Cost-function
Model-predictive control
Region function
Stability analyze
Terminal costs
Terminal regions
Tube model
Uncertainty
Distributed Online Optimization with Coupled Inequality Constraints Over Unbalanced Directed Networks
会议论文
2023 62ND IEEE CONFERENCE ON DECISION AND CONTROL (CDC), Singapore, Singapore, 13-15 Dec. 2023
作者:
Wang, Dandan
;
Zhu, Daokuan
;
Sou, Kin Cheong
;
Lu, Jie
Adobe PDF(3618Kb)
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浏览/下载:417/50
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提交时间:2024/02/23
Plug-in electric vehicles
Heuristic algorithms
Cost function
Convex functions
Vehicle dynamics
Distributed algorithms
Standards
A Second-Order Proximal Algorithm for Consensus Optimization
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 卷号: 66, 期号: 4, 页码: 1864-1871
作者:
Xuyang Wu
;
Zhihai Qu
;
Jie Lu
Adobe PDF(695Kb)
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收藏
|
浏览/下载:518/1
|
提交时间:2021/11/25
Convergence
Cost function
Lagrangian functions
Couplings
Machine learning algorithms
Machine learning
Consensus optimization
distributed optimization
proximal algorithm
second-order method
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