Decentralized Computation Offloading and Resource Allocation in MEC by Deep Reinforcement Learning.
Yeteng LiangYejun HeXiaoxu ZhongPublished in: ICCC (2020)
Keyphrases
- resource allocation
- reinforcement learning
- resource management
- decentralized decision making
- resource allocation problems
- optimal resource allocation
- multi agent
- allocation strategies
- negotiation mechanism
- social welfare
- function approximation
- game theory
- allocation problems
- cooperative
- scarce resources
- resource usage
- state space
- learning process
- allocate resources
- resource requirements
- dynamic resource allocation
- decision making
- distributed resource allocation
- resource allocation and scheduling
- optimal policy
- distributed systems
- resource consumption
- temporal difference
- combinatorial auctions
- power allocation
- markov decision processes
- peer to peer
- dynamic programming
- learning algorithm