Cyberspace attack and defense game based on reward randomization reinforcement learning.

Lei Zhang Hongmei Li Yu Pan Qibin Zheng Wei Li Yi Liu

Published in: Array (2022)

Keyphrases

reinforcement learning
defense mechanisms
ddos attacks
learning process
function approximation
eligibility traces
countermeasures
privacy preserving
state space
reinforcement learning algorithms

optimal policy
model free
reward function
intrusion detection
learning algorithm
machine learning
markov decision processes
mobile learning
dynamic programming
multi agent

partially observable environments
digital educational games
temporal difference
network security
learning systems
average reward
reinforcement learning methods
reward shaping
data mining

secret key
partially observable
policy iteration
function approximators
action selection
policy gradient
inverse reinforcement learning
learning tools
agent receives