On the analysis and design of software for reinforcement learning, with a survey of existing systems.
Tim KovacsRobert EggintonPublished in: Mach. Learn. (2011)
Keyphrases
- reinforcement learning
- design criteria
- building blocks
- industrial strength
- software architecture
- design tools
- software design
- analysis tool
- computer systems
- distributed systems
- embedded systems
- design process
- knowledge based systems
- hardware design
- enabling technology
- design concepts
- highly modular
- software suite
- software developers
- safety critical
- design issues
- information systems
- case study
- user interface
- management system
- graphical user interfaces
- data analysis
- high assurance
- safety analysis
- expert systems
- object oriented systems
- state space
- neural network
- commercial software
- technical issues
- source code
- statistical analysis
- formal methods
- model free
- software systems
- complex systems
- design patterns