WiMi Researches Reinforcement Learning-Based Blockchain Federated Learning Framework to Optimize Model Aggregation Strategy and Security
WiMi Hologram Cloud Inc. - American Depositary Share (WIMI)
Company Research
Source: PR Newswire
BEIJING, Nov. 8, 2024 /PRNewswire/ -- WiMi Hologram Cloud Inc. (NASDAQ: WiMi) ("WiMi" or the "Company"), a leading global Hologram Augmented Reality ("AR") Technology provider, today announced the initiation of exploring the integration of Reinforcement Learning (RL) into the federated learning framework. RL, as a significant branch of machine learning, has become a crucial tool for optimizing the federated learning process due to its decision-making capabilities in complex environments.Reinforcement Learning is a machine learning approach that enables an intelligent agent to learn optimal strategies through interactions with the environment. In a blockchain-based federated learning framework utilizing reinforcement learning, the reinforcement learning algorithm can dynamically adjust the timing of model aggregation, selection of data participants, and transaction costs. This achieves a balance between information timeliness and data bias, as well as intelligent control over transacti
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News
- WiMi Developed a Decentralized Cloud Manufacturing Model Based on Blockchain(BC)PR Newswire
- WiMi Hologram Cloud Inc. Researches Innovative Cloud Service Trust Interaction Framework Based on Blockchain TechnologyPR Newswire
- WiMi is Working on a Blockchain-Enhanced Federal Learning Privacy-Preserving MechanismPR Newswire
- WiMi Announced the Cluster-Based Sharding Blockchain Strategy Used for IoT Collaborative ComputingPR Newswire
- WiMi Hologram Cloud reports 1H results Oct. 15, 2024 8:59 AM ET By: Gaurav Batavia , SA News Editor [Seeking Alpha]Seeking Alpha
WIMI
Sec Filings
- 10/15/24 - Form 6-K
- 8/26/24 - Form F-3/A
- WIMI's page on the SEC website