遇见数据集

Agent-based Planning Portfolio

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DataCite Commons2023-01-15 更新2024-07-28 收录
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This dataset contains a portfolio of different datasets with generated plans for agents that represent multiple options to choose from. The following datasets are included so far:<br>1. Synthetic2. Residential energy consumption3. Bike sharing 4. Charging control of electric vehicles5. Fog computing load-balancing6. Home appliances peak-shaving<br>These portfolio of agent plans has been used to study the collective learning algorithm of EPOS, the Economic Planning and Optimized Selections: http://epos-net.org

本数据集收录了一组多样化的数据集合集,其包含面向智能体(AI Agent)的生成式规划方案,可提供多种可供遴选的决策路径。目前已纳入的数据集如下: 1. 合成数据集(Synthetic) 2. 居民能耗(Residential energy consumption) 3. 共享单车(Bike sharing) 4. 电动汽车充电控制(Charging control of electric vehicles) 5. 雾计算负载均衡(Fog computing load-balancing) 6. 家电峰值削峰(Home appliances peak-shaving) 该智能体规划合集已被用于研究EPOS,即经济规划与优化选择(Economic Planning and Optimized Selections)的集体学习算法,相关网址为:http://epos-net.org

提供机构:
figshare
创建时间:
2020-05-20
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