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74.419 Artificial Intelligence
Individual Research ProjectSuggestions
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"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)
Classification Problems
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"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)
Sensor and Motor Problems
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"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)
Agents and Language