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RL-MADP: Reinforcement Learning-based Misdirection Attack Prevention Technique for WSN.
Iqra Mustafa
Sheraz Aslam
Muhammad Bilal Qureshi
Nouman Ashraf
Shahzad Aslam
Syed Muhammad Mohsin
Hasnain Mustafa
Published in:
IWCMC (2020)
Keyphrases
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reinforcement learning
wireless sensor networks
function approximation
reinforcement learning algorithms
model free
state space
energy efficient
rl algorithms
control problems
sensor nodes
reinforcement learning methods
energy consumption
supervised learning
denial of service
markov decision processes
action selection
routing protocol
data aggregation
resource constrained
sensor networks
multi agent
temporal difference
resource limitations
policy iteration
optimal policy
learning problems
action space
learning agents
learning algorithm
key management
optimal control
machine learning
partially observable
secret key
learning classifier systems
control policy
learned knowledge
countermeasures
dynamic programming
continuous state
policy evaluation
learning process
partially observable domains