Online Resource Allocation Using Decompositional Reinforcement Learning.
Gerald TesauroPublished in: AAAI (2005)
Keyphrases
- learning algorithm
- resource allocation
- reinforcement learning
- resource management
- learning process
- resource allocation problems
- machine learning
- game theory
- online learning
- function approximation
- allocation problems
- real time
- resource allocation and scheduling
- resource allocation decisions
- optimal resource allocation
- resource requirements
- combinatorial auctions
- model free
- resource availability
- allocate resources
- scarce resources
- resource consumption
- multi agent systems
- grid environment
- bidding strategies
- markov decision processes
- state space
- dynamic resource allocation
- dynamic programming
- market equilibrium
- multi agent