Multi-Objective Reinforcement Learning Based Healthcare Expansion Planning Considering Pandemic Events.
Salman Sadiq ShuvoHasan SymumMd Rubel AhmedYasin YilmazJosé Zayas-CastroPublished in: IEEE J. Biomed. Health Informatics (2023)
Keyphrases
- multi objective
- reinforcement learning
- evolutionary algorithm
- external events
- multi objective optimization
- optimization algorithm
- action selection
- objective function
- event detection
- partially observable
- heuristic search
- reinforcement learning algorithms
- reinforcement learning problems
- particle swarm optimization
- conflicting objectives
- genetic algorithm
- stochastic domains
- state space
- dynamic programming
- function approximation
- blocks world
- optimum design
- deterministic domains
- model free
- learning algorithm
- multiple objectives
- planning problems
- information technology
- public health
- markov decision processes
- action space
- information systems
- multi agent
- simulated annealing
- markov decision problems
- human activities
- event sequences
- bi objective
- temporal patterns
- ai planning
- pareto optimal