Available Student Projects
Available Student Projects
We have a wide selection of highly interesting and topical student
projects in the direction of Artificial Life, Artificial Intelligence
and related fields (see my homepage for an
overview of my research interests and here for those of the
Adaptive Systems Research Group). Projects are available for both
undergraduate and graduate level, ranging from medium to challenging
level of difficulty. Ideally, you should be confident in at least one
major computer language, have a keen interest in Artificial
Life/Artificial Intelligence topics, and enjoy the possibility of
exploring new avenues.
If you are interested in one or more of the topics mentioned below and
would like to hear more details, you can make an appointment by
mailing D. Polani, also if you
have an idea of your own that you believe may fall in our area of
interest.
Possible project areas are (this list will grow with time, so
please check regularly for up-to-date information):
- RoboCup (Robotic Soccer): various tasks, e.g.
- training skills and behaviours
- analysing player behaviour
- learning strategies for team behaviour
If successful, these projects may become part of the Bold Hearts
RoboCup team.
- Sensor evolution:
- Model agent sensors and the adaption of information acquisition by
an agent using different criteria
- Evolve agent sensors for agents to solve different tasks
- Learning, behaviour analysis and synthesis:
- Using neural networks to analyse sensoric input from real-world measurements
- Analyse behaviours and create appropriate response using neural
networks and/or Graphical Models
- Learning methods for 'complete' behaviour patterns
- Learning algorithms for game-playing programs
- Agent Societies:
- Construct a trading agent system and study different trading
strategies
- Study phenomena of group aggression in conjunction with gene/meme
transfer
- Develop methods for long-term group strategy learning
- Bioinformatics/Models for the origins of
life:
- Cellular Automata for the modeling of protein interaction
Last changed at Fri Aug 3 15:22:33 2012 by D. Polani