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MARTO: A Multi-agent Deep Reinforcement Learning Based Online Topology Optimization Scheme for Wireless Sensor Network.
Jiangong Zheng
Xiaotong Guo
Jianxin Liao
Chao Sun
Tongyu Song
Jing Ren
Ping Zhang
Siyang Liu
Published in:
ICCT (2022)
Keyphrases
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optimization scheme
reinforcement learning
multi agent
wireless sensor networks
balancing exploration and exploitation
cooperative
multi agent reinforcement learning
online learning
multi agent systems
dynamic programming
single agent
function approximation
real time
machine learning
reinforcement learning agents
multiagent systems
topology control
state space
optimal policy
multi agent environments
learning agents
reinforcement learning algorithms
temporal difference
action selection
energy consumption
sensor networks
reinforcement learning methods
learning classifier systems
energy efficient
partial differential equations
traffic signal control
markov decision processes