Multi-Agent Deep Reinforcement Learning Joint Beamforming for Slicing Resource Allocation.
Dandan YanBenjamin K. NgWei KeChan-Tong LamPublished in: IEEE Wirel. Commun. Lett. (2024)
Keyphrases
- resource allocation
- reinforcement learning
- multi agent
- resource allocation problems
- resource management
- function approximation
- reinforcement learning algorithms
- optimal resource allocation
- allocation problems
- cooperative
- multi agent systems
- allocation strategies
- multiagent systems
- model free
- resource requirements
- learning algorithm
- software agents
- state space
- resource allocation and scheduling
- game theory
- scarce resources
- intelligent agents
- single agent
- temporal difference
- social welfare
- resource consumption
- autonomous agents
- resource usage
- negotiation mechanism
- dynamic programming
- dynamic resource allocation
- distributed resource allocation
- path finding
- optimal policy
- resource availability
- markov decision processes
- learning process
- market equilibrium
- combinatorial auctions