Offloading and Resource Allocation with General Task Graph in Mobile Edge Computing: A Deep Reinforcement Learning Approach.
Jia YanSuzhi BiYing-Jun Angela ZhangPublished in: CoRR (2020)
Keyphrases
- supply chain
- resource allocation
- reinforcement learning
- weighted graph
- resource allocation problems
- resource management
- special case
- allocation problems
- optimal resource allocation
- game theory
- resource requirements
- distributed resource allocation
- scarce resources
- dynamic resource allocation
- allocate resources
- resource consumption
- social welfare
- grid environment
- edge weights
- undirected graph
- markov decision processes
- random walk
- allocation strategies
- combinatorial auctions
- market equilibrium
- learning algorithm