RE-IES based on hybrid DRL with FHO-ALM for enhanced power balance: optimal renewable utilization controller with PPO-ZSL as a static compensatordoi:10.1007/s00202-024-02857-zSignificantly utilizing cutting-edge information technology in Integrated Energy Systems (IESs), energy conversion control has...
二.1 强化学习用于运动规划 最近在调研使用deep reinforcement learning(DRL)做运动规划的工作,相关工作很少,而且其中有的工作都是打着运动规划的旗帜,实际上就是用 DRL 做着一些 end-to-end 的控制;并且这些工作几乎都是发表在一些比较差的会议上的,当然也有发表在一些好的会议上,例如智能车领域顶会 ITSC上...
Hybrid_DRL The implementation of an adaptation of the actor critic algorithm A2C with Proximal Policy Optimization (PPO) for policy optimization. Here we use a hierarchical action space with a multi-actor network capable of decision making at two levels. This work is aimed at training an optimal...
Energy management is a critical technology in plug-in hybrid-electric vehicles (PHEVs) for maximizing efficiency, fuel economy, and range, as well as reducing pollutant emissions. At the same time, deep reinforcement learning (DRL) has become an effective and important methodology to formulate mode...
(DRL) model. Our GAN model is trained with the NSL-KDD dataset for four attack categories as well as normal network flow. Ultimately, our findings demonstrate that training the DRL on specific synthetic datasets can result in better performance in correctly classifying minority classes over ...
& Yin, Q. Adaptive DRL-based virtual machine consolidation in energy-efficient cloud data center. IEEE Trans. Parallel Distrib. Syst. 33(11), 2991–3002 (2022). Google Scholar Jamal, M. H. et al. Hotspot-aware workload scheduling and server placement for heterogeneous cloud data centers....
所属专辑:8-无限融合乐团 喜欢下载分享 用户评论 表情0/300发表评论 1863356tdrl 神探迈克胡 2020-09回复赞 听友222575316 以上的智能音乐旋律很差,不要乱挿入某个音乐段中,这样是很不受欢迎的。 2020-05回复4 丁鼕 好難聽 2020-01回复2 听友201652323 爵士? 2019-11回复赞 听友237908897 回复 @听友201652...
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将DRL与SCA结合提出最小能源消耗的系统,该问题是混合整数非线性问题。该问题难以通过传统方法在多项式时间内解决。通过DRL实现服务分配和任务划分,通过SCA实现对UAV的轨迹和资源的联合优化。 数值结果验证了该方法的有效性,DRL-SCA算法能够在UAV飞行过程中更有效的使用机载资源,地面用户也更加有几乎将任务卸载到附近的UA...
A 'Hybrid Strategy' in computer science refers to the approach of designing more efficient algorithms by combining the strengths of different algorithms while mitigating their weaknesses. AI generated definition based on:Expert Systems with Applications,2019 ...