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Solutions to healthcare challenges: from hospital design to disease spread


Solutions to healthcare challenges: from hospital design to disease spread

Simulation is a powerful tool that helps plan hospital design and consider its capacity and resource utilization. Testing changes in a simulation rather than in real life leads to efficient and effective solutions based on the analysis of test results. The technology was frequently and successfully used during COVID-19 for evaluating disease spread and mass vaccination. Read how simulation is used to tackle healthcare-related challenges.

Product Delivery Reinforcement Learning


Product Delivery Reinforcement Learning

Accenture partnered with San Francisco based AI company Pathmind to investigate the potential of new reinforcement learning (RL) opportunities in simulation.

The results obtained were extremely good. The method produced a waiting time more than 4x shorter than the Nearest Agent heuristic.

In this blog post, Agustin Albinati summarizes the model, introduces the three key considerations when defining the neural net, and presents the results of his team's investigations. Linked at the end of the blog post is a step by step how-to with Pathmind. Read on!