Deep Reinforcement Learning in System Optimization.
Ameer Haj-AliNesreen K. AhmedTheodore L. WillkeJoseph GonzalezKrste AsanovicIon StoicaPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- global optimization
- optimization methods
- discrete optimization
- optimization algorithm
- optimization method
- database
- temporal difference learning
- knowledge base
- temporal difference
- constrained optimization
- optimization process
- function approximation
- autonomous learning
- reinforcement learning algorithms
- model free
- combinatorial optimization
- markov decision processes
- optimal policy
- optimization problems
- semi supervised
- search algorithm
- multi agent
- real world
- neural network