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Deep Reinforcement Learning-Based Video Offloading and Resource Allocation in NOMA-Enabled Networks.
Siyu Gao
Yuchen Wang
Nan Feng
Zhongcheng Wei
Jijun Zhao
Published in:
Future Internet (2023)
Keyphrases
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resource allocation
reinforcement learning
resource allocation problems
resource management
optimal resource allocation
real time
allocation problems
video data
resource usage
scarce resources
video streams
allocation strategies
resource availability
allocate resources
video content
resource requirements
combinatorial auctions
dynamic resource allocation
learning algorithm
machine learning
resource allocation and scheduling
resource consumption
social welfare
reinforcement learning algorithms
learning process
trading agents
learning capabilities
function approximation
management system
state space