Learning to Compress Time-to-Control: A Reinforcement Learning Framework for Chronic Disease Management

Prabhjot Singh, Abhishek Gupta, Chris Betz +4

Reinforcement learning (RL) in healthcare has had mixed results, with reward sparsity, unreliable off-policy evaluation, and deployment-simulation gap as recurring failure modes. W…