AI · Theory

Symbolic Reasoning

Theory

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Symbolic Reasoning

Symbolic Reasoning sits in symbolic / logic AI. Write what is true, then infer. Keep one tiny sentence on the board (P→Q, or Student(Asha)). Say whether you need probabilities or crisp true/false.

Output — idea / do / check for Symbolic Reasoning. Fill those three in the viva.

Trap for Symbolic Reasoning: writing English paragraphs and calling them a knowledge base. A KB is sentences a machine can query.

Exam tip

One formal sentence + what you can infer.

Example

# Symbolic Reasoning
print("idea :", "Symbolic Reasoning")
print("do   : one tiny example on paper")
print("check: one failure case")

Output: idea / do / check for Symbolic Reasoning. Fill those three in the viva.

Short notes

DefSymbolic Reasoning — symbolic knowledge / proof.
RuleSymbolic Reasoning — one tiny formal sentence.
TrapSymbolic Reasoning — English blob ≠ KB.

AI · Theory

Symbolic Reasoning

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Theory

194/215

Symbolic Reasoning

Symbolic Reasoning sits in symbolic / logic AI. Write what is true, then infer. Keep one tiny sentence on the board (P→Q, or Student(Asha)). Say whether you need probabilities or crisp true/false.

Output — idea / do / check for Symbolic Reasoning. Fill those three in the viva.

Trap for Symbolic Reasoning: writing English paragraphs and calling them a knowledge base. A KB is sentences a machine can query.

Exam tip

One formal sentence + what you can infer.

Example

# Symbolic Reasoning
print("idea :", "Symbolic Reasoning")
print("do   : one tiny example on paper")
print("check: one failure case")

Output: idea / do / check for Symbolic Reasoning. Fill those three in the viva.

Short notes

DefSymbolic Reasoning — symbolic knowledge / proof.
RuleSymbolic Reasoning — one tiny formal sentence.
TrapSymbolic Reasoning — English blob ≠ KB.

Symbolic Reasoning

Example

Short notes

Questions

Symbolic Reasoning

Example

Short notes

Questions