ECO-RL-ECA: Efficient Computation Offloading using Reinforcement Learning in Edge-Cloud Architecture.
Prashant ShuklaShivani GuptaSudhakar PandeyPublished in: OCIT (2023)
Keyphrases
- efficient computation
- reinforcement learning
- function approximation
- reinforcement learning algorithms
- model free
- state space
- computational efficiency
- temporal difference
- markov decision processes
- machine learning
- multi agent
- optimal policy
- cloud computing
- management system
- autonomous learning
- window search
- rl algorithms
- actor critic
- optimal control
- learning classifier systems
- action space
- partially observable domains
- function approximators
- markov decision process
- learning problems
- transfer learning
- multi dimensional
- learning algorithm