Technical Column | Optimization of MCU OTA Backup Upgrade and SOTA Solutions

Technical Column | Optimization of MCU OTA Backup Upgrade and SOTA Solutions

Introduction: As the functions of smart vehicles become increasingly complex, the vehicle software also needs to be continuously updated to fix vulnerabilities, optimize performance, and add new features. If there is a problem during the update process, such as a sudden power outage or network interruption halfway through the upgrade, the vehicle’s functions may become … Read more

Summary of Techniques for Solving MAPPO (Multi-Agent PPO) Problems

Summary of Techniques for Solving MAPPO (Multi-Agent PPO) Problems

Deep Reinforcement Learning Laboratory Official Website:http://www.neurondance.com/Forum:http://deeprl.neurondance.com/This article is reproduced from: Machine Heart Researchers from Tsinghua University and UC Berkeley found that without any changes to the algorithm or network architecture, using MAPPO (Multi-Agent PPO) achieved performance comparable to SOTA algorithms on three representative multi-agent tasks (Multi-Agent Particle World, StarCraft II, Hanabi). In recent years, multi-agent … Read more

Understanding OTA in Three Minutes

Understanding OTA in Three Minutes

Technology Popular Science Understanding OTA in Three Minutes Introduction With the increasing importance of electronics and software, as well as the rising complexity of vehicles, the lines of software code within automobiles are experiencing exponential growth, with software infiltrating even the most detailed sensor cores. Consequently, automotive companies have placed vehicle software quality, information security, … Read more