martes, 9 de abril de 2013

Thesis: Jonathan

Future Work

Multi-Agent System
- Extend the system to support multiple teams at the same time.
- Allow the system to dynamically change learning and/or prediction agents.
- Implement dynamic unit grouping and Captain creation to allow easy scaling of total units controlled at the same time.

Learning AI
- Implement a prediction AI that can work together with the imitative one in order to create varying and interesting gameplay decisions.
- Extend the system to incorporate co-operative game styles.
- Use a multi neural network approach to allow strategy adaptation and dynamic difficulty adjustment.
- Add a dynamic factory creation/destruction factor to the learning al- gorithm.

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