Differentiate: Connectionist vs Symbolic AI.

Parameter
Connectionist AI
Symbolic AI
Search
Parallel relaxation
State space traversal

Knowledge representation
Very large no. of real-valued connection strengths. Structure often stored as distributed patterns of
activation

Predicate logic, semantic networks, frames, scripts

Learning
Back propagation, Reinforcement learning, Unsupervised learning
Macro operators, version spaces, explanation based
learning, discovery

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