Reinforcement Learning for Stochastic Networks, Toulouse

Session

Keynote: Jim Dai (Cornell University)

Jun 19, 2024, 11:00 AM

Amphi B00 (ENSEEIHT)

60. Inpatient Overflow Management with Proximal Policy Optimization

6/19/24, 11:00 AM

Abstract: Overflow patients to non-primary wards can effectively alleviate congestion in hospitals, while undesired overflow also leads to issues like mismatched service quality. Therefore, we need to trade-off between con- gestion and undesired overflow. This overflow management problem is modeled as a discrete-time Markov Decision Process with large state and action space. To overcome the...