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06/08/2023
Negotiated Reasoning: On Provably Addressing Relative Over-Generalization
Over-generalization is a thorny issue in cognitive science, where people...
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11/29/2022
ReAssigner: A Plug-and-Play Virtual Machine Scheduling Intensifier for Heterogeneous Requests
With the rapid development of cloud computing, virtual machine schedulin...
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11/21/2022
Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning
Oversubscription is a common practice for improving cloud resource utili...
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02/09/2022
Obtaining Dyadic Fairness by Optimal Transport
Fairness has been taken as a critical metric on machine learning models....
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12/09/2021
VMAgent: Scheduling Simulator for Reinforcement Learning
A novel simulator called VMAgent is introduced to help RL researchers be...
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02/21/2021
Dealing with Non-Stationarity in Multi-Agent Reinforcement Learning via Trust Region Decomposition
Non-stationarity is one thorny issue in multi-agent reinforcement learni...
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02/09/2021
Structured Diversification Emergence via Reinforced Organization Control and Hierarchical Consensus Learning
When solving a complex task, humans will spontaneously form teams and to...
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02/11/2020