Distributed and Collective Deep Reinforcement Learning for Computation Offloading: A Practical Perspective.
Xiaoyu QiuWeikun ZhangWuhui ChenZibin ZhengPublished in: IEEE Trans. Parallel Distributed Syst. (2021)
Keyphrases
- reinforcement learning
- distributed systems
- multi agent
- distributed environment
- state space
- function approximation
- real world
- learning process
- data sets
- peer to peer
- dynamic programming
- viewpoint
- data streams
- search algorithm
- cooperative
- web services
- computing environments
- practical application
- database
- distributed data
- action space
- lightweight
- optimal policy
- markov decision processes
- efficient computation
- model free
- partitioned data