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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:
CoRR (2021)
Keyphrases
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reinforcement learning
multi agent
test cases
test generation
action selection
statistical tests
learning capabilities
test data
software testing
agent receives
test sequences
test suite
multiagent systems
intelligent agents
multi agent systems
function approximation
regression testing
learning agent
autonomous learning
multiple agents
test data generation
data driven
decision making
action space
usability testing
testing process
exploration strategy
test case generation
reward shaping
learning algorithm
autonomous agents
single agent
partially observable
state space
agent technology
software agents
cooperative
model free
state abstraction
item response theory
agent model
multi agent environments
integration testing
agent architecture