Percentile Criterion Optimization in Offline Reinforcement Learning.
Elita A. LoboCyrus CousinsYair ZickMarek PetrikPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- optimization algorithm
- constrained optimization
- optimization methods
- data sets
- reinforcement learning algorithms
- global optimization
- optimization criteria
- optimization process
- function approximation
- state space
- real time
- combinatorial optimization
- markov decision processes
- cost function
- feature selection
- learning algorithm
- machine learning
- discrete optimization