Search Results for author: Sinwoong Yun

Found 2 papers, 0 papers with code

Learning-based sensing and computing decision for data freshness in edge computing-enabled networks

no code implementations25 Jan 2024 Sinwoong Yun, Dongsun Kim, Chanwon Park, Jemin Lee

In this paper, we propose the sensing and computing decision (SCD) algorithms for data freshness in the EC-enabled wireless sensor networks.

Edge-computing Reinforcement Learning (RL)

IA-MARL: Imputation Assisted Multi-Agent Reinforcement Learning for Missing Training Data

no code implementations29 Sep 2021 Dongsun Kim, Sinwoong Yun, Jemin Lee, Eunbyung Park

Recently, multi-agent reinforcement learning (MARL) adopts the centralized training with decentralized execution (CTDE) framework that trains agents using the data from all agents at a centralized server while each agent takes an action from its observation.

Imputation Multi-agent Reinforcement Learning +2

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