Deep Reinforcement Learning Based Resource Allocation with Heterogeneous QoS for Cellular V2X.

Jin Tian Yan Shi Xiaolu Tong Shanzhi Chen Rui Zhao

Published in: WCNC (2023)

Keyphrases

resource allocation
reinforcement learning
resource management
grid environment
quality of service
function approximation
optimal resource allocation
resource allocation problems
resource requirements
resource usage

resource allocation and scheduling
resource utilization
model free
markov decision processes
web services
resource allocation decisions
packet scheduling
resource consumption
allocate resources

learning process
multi agent
distributed resource allocation
reinforcement learning algorithms
dynamic programming
allocation strategies
optimal policy
allocation problems
trading agents

management system
resource availability
social welfare
dynamic resource allocation
learning algorithm
state space
temporal difference
market equilibrium
real time