DERP: A Deep Reinforcement Learning Cloud System for Elastic Resource Provisioning.
Constantinos BitsakosIoannis KonstantinouNectarios KozirisPublished in: CloudCom (2018)
Keyphrases
- reinforcement learning
- function approximation
- optimal policy
- state space
- model free
- multi agent reinforcement learning
- multi agent
- markov decision processes
- learning capabilities
- temporal difference
- genetic algorithm
- reinforcement learning algorithms
- databases
- dynamic programming
- action selection
- optimal control
- learning process
- real robot
- case study
- markov decision process
- information retrieval
- policy search
- partially observable
- unsupervised learning
- robot control
- direct policy search
- learning problems
- supervised learning
- semi supervised
- search space
- expert systems
- information systems
- learning algorithm
- data mining
- neural network