ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource Allocation.
Abhijeet PendyalaJustin DettmerTobias GlasmachersAsma AtamnaPublished in: LOD (1) (2023)
Keyphrases
- resource allocation
- real world
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- scarce resources
- game theory
- resource requirements
- allocation strategies
- allocate resources
- dynamic resource allocation
- function approximation
- model free
- market equilibrium
- reinforcement learning algorithms
- social welfare
- resource usage
- learning process
- allocation problems
- power allocation
- distributed resource allocation
- resource allocation and scheduling
- resource availability
- markov decision processes
- optimal policy
- machine learning