ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource Allocation.
Abhijeet PendyalaJustin DettmerTobias GlasmachersAsma AtamnaPublished in: CoRR (2023)
Keyphrases
- resource allocation
- real world
- reinforcement learning
- resource management
- resource allocation problems
- optimal resource allocation
- state space
- resource consumption
- learning algorithm
- allocation problems
- resource availability
- allocate resources
- markov decision processes
- dynamic resource allocation
- model free
- scarce resources
- resource allocation decisions
- resource usage
- resource allocation and scheduling
- reinforcement learning algorithms
- combinatorial auctions
- function approximation
- game theory
- social welfare
- allocation strategies
- optimal policy
- response time
- management system
- cooperative
- multi agent
- market equilibrium
- machine learning