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Simulation and Virtual Environments
101.2025
Conducting rigorous testing and validation of AI algorithms to accelerate development and deployment.
Computer Vision for Telecom
1022.2024
Implementing real-time infrastructure monitoring and security enhancements to improve network reliability and safety.
Reinforcement Learning for Network Optimization
103.2025
Facilitating adaptive network optimization in dynamic environments, boosting network agility and operational efficiency.
Overcoming Catastrophic Forgetting in Telecom AI
104.2025
Telecom AI models face Catastrophic Forgetting—losing prior knowledge as they learn new data, impacting continuous network optimization. Techniques like regularization, knowledge distillation, and continual learning can mitigate this, enhancing AI-driven network performance and efficiency.
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