Optimization of Mitigation Strategies During Epidemics Using Offline Reinforcement Learning.
Alina VereshchakaNitin KulkarniPublished in: SBP-BRiMS (2021)
Keyphrases
- reinforcement learning
- optimization strategies
- optimization algorithm
- optimization problems
- optimization process
- control strategies
- state space
- learning agents
- markov decision processes
- real time
- optimization model
- model free
- reinforcement learning algorithms
- multi agent reinforcement learning
- temporal difference learning
- discrete optimization
- optimal strategy
- constrained optimization
- function approximation
- global optimization
- optimization method