Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism.
Brijen ThananjeyanKirthevasan KandasamyIon StoicaMichael I. JordanKen GoldbergJoseph GonzalezPublished in: ICML (2021)
Keyphrases
- resource allocation
- decentralized decision making
- multi armed bandit
- power allocation
- resource management
- resource allocation problems
- multi armed bandits
- scarce resources
- resource allocation and scheduling
- resource allocation decisions
- optimal resource allocation
- allocation problems
- dynamic resource allocation
- resource requirements
- multi agent
- allocate resources
- allocation strategies
- market equilibrium
- grid environment
- resource availability
- distributed resource allocation
- markov chain