Sonza Singh

Decentralized Training Decentralized Execution using a Shared Network (DTDE-SN) – A new reinforcement learning approach for epidemic modeling

Multi-agent reinforcement learning (MARL) methods are suitable tools for modeling highly dynamic decision analyses such as intervention analyses in epidemic outbreaks across multiple jurisdictions. MARL models allow us to consider jurisdictional mixing interactions in the decision-making policies, as they evaluate deci...