Reinforcement Learning for Enhancing Human Security Resource Allocation in Protecting Assets with Heterogeneous Losses.
Ashish AhireMustafa AbdallahPublished in: SAT-CPS@CODASPY (2023)
Keyphrases
- resource allocation
- reinforcement learning
- access control
- resource management
- resource allocation problems
- scarce resources
- allocation problems
- grid environment
- optimal resource allocation
- resource requirements
- resource allocation decisions
- markov decision processes
- information security
- distributed resource allocation
- allocation strategies
- resource usage
- security issues
- combinatorial auctions
- optimal policy
- multi agent
- supply chain
- market equilibrium
- trading agents
- reward function
- resource availability
- state space
- machine learning