Ensuring the security of network systems and infrastructure ... One approach is to use reinforcement learning (RL) techniques, which have been applied to create automated agents that mimic the ...

As next-generation mobile networks grow more complex, high-density 5G environments are placing enormous pressure on co ...

OpenAI Gym, NS-3 and NS-3 gym will be used: OpenAI Gym is a software toolkit for reinforcement learning (RL), widely employed in the research community. The network simulator ns–3 is the de-facto ...

Traditional time-series forecasting models are ill-equipped to handle the dynamic and event- driven nature of Q-commerce demand. Instead, predictive analytics leveraging external factors—weather ...

By investing in reinforcement learning teams across its network of Microsoft Research labs, the company says it is developing a portfolio of approaches to tackle different problems and exploring ...