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Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent.
Mahshid Helali Moghadam
Golrokh Hamidi
Markus Borg
Mehrdad Saadatmand
Markus Bohlin
Björn Lisper
Pasqualina Potena
Published in:
CEC (2021)
Keyphrases
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reinforcement learning
multi agent
test cases
action selection
test generation
software testing
test data
multi agent systems
intelligent agents
statistical tests
autonomous learning
multiagent systems
learning agents
test suite
decision making
temporal difference
learning capabilities
multiple agents
testing process
agent architecture
autonomous agents
decision theoretic
learning algorithm
state abstraction
learning agent
test sequences
agent technology
test case generation
multi agent environments
test set
mobile agents
single agent
partially observable
markov decision processes
function approximation
regression testing
usability testing
data driven
software agents
reinforcement learning agents
model based testing
agent receives