Automation of User Interface Testing by Reinforcement Learning-Based Monkey Agents.
Daniel GerberUrwashi KapasiyaLukas RosenbauerJörg HähnerPublished in: CCE (2023)
Keyphrases
- reinforcement learning
- user interface
- multi agent
- multi agent systems
- learning agents
- action selection
- multiagent learning
- multi agent reinforcement learning
- learning agent
- multi agent environments
- single agent
- multiagent systems
- cooperative
- multiple agents
- intelligent agents
- software agents
- artificial agents
- agent receives
- autonomous agents
- function approximation
- human computer interaction
- dynamic environments
- coalition formation
- model based testing
- reinforcement learning agents
- learning capabilities
- robocup soccer
- evolutionary learning
- partial observability
- decision making
- learning process
- state space
- agent architecture
- dynamic programming
- multiagent reinforcement learning
- test cases
- learned knowledge
- mobile agents
- resource allocation
- machine learning
- model free
- user interaction
- design principles
- trust model
- user interface design
- agent technology
- nash equilibria
- agent model
- visual cortex
- learning classifier systems
- temporal difference
- decision theoretic