Reinforcement Learning for Scriptless Testing: An Empirical Investigation of Reward Functions

Keyphrases

• Reinforcement Learning 100%
• Problem State 100%
• Random Testing 100%
• Reward-based 100%
• State Change 50%
• User Perspective 50%
• Dynamic Content 50%
• Specific Action 50%
• Web Application 50%
• Desired Outcomes 50%
• System Testing 50%
• Test Efficiency 50%
• Test Sequence 50%
• State-based 50%
• Test Case Generation 50%
• Search Space 50%
• Exploitation Efficiency 50%
• Web Testing 50%
• Uniform Distribution 50%
• Faceted Approach 50%
• Modern Tools 50%

Computer Science

• Web Application 100%
• Reinforcement Learning 100%
• User Perspective 50%
• Dynamic Content 50%
• Graphical User Interface 50%
• Desired Outcome 50%
• Uniform Distribution 50%
• Search Space 50%