74.419 Artificial Intelligence Individual Research Project Suggestions

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74.419 Artificial Intelligence Individual
Research ProjectSuggestions
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Classification Problems

• "Apples or Pears?"
• Classification with self-organizing neural
  networks unsupervised learning
• "Amazon.com"
• Learning of correlated items in a data set (data
  mining with NNs)
• "The Why Project"
• Extraction of causal/temporal relations in a data
  set (temporal data mining with NNs)

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Sensor and Motor Problems

• "Where are you?"
• Binaural hearing for locating a sound source
• "The Dancing Skeleton"
• Transformation of music into dance, using a
  skeleton of connected limbs.
• "Don't spill it!"
• Pouring liquid from a container into a class
  (NNs control problem pole balancing)

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Agents and Language

• "Don't run into the wall, please."
• Natural language interface for a toy car
• "When is the next flight to Hawaii?"
• Natural Language access to a data base (e.g.
  flight information at Winnipeg Airport)
• "The Classroom Problem"
• Agreement (decision making) in groups (with
  constraint satisfaction NNs)