AI · Theory

Monotonic Vs. Non-Monotonic Reasoning

Theory

116/215

Monotonic Vs. Non-Monotonic Reasoning

Monotonic Vs. Non-Monotonic 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 Monotonic Vs. Non-Monotonic Reasoning. Fill those three in the viva.

Trap for Monotonic Vs. Non-Monotonic 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

# Monotonic Vs. Non-Monotonic Reasoning
print("idea :", "Monotonic Vs. Non-Monotonic Reasoning")
print("do   : one tiny example on paper")
print("check: one failure case")

Output: idea / do / check for Monotonic Vs. Non-Monotonic Reasoning. Fill those three in the viva.

Short notes

DefMonotonic Vs. Non-Monotonic Reasoning — symbolic knowledge / proof.
RuleMonotonic Vs. Non-Monotonic Reasoning — one tiny formal sentence.
TrapMonotonic Vs. Non-Monotonic Reasoning — English blob ≠ KB.

AI · Theory

Monotonic Vs. Non-Monotonic Reasoning

← All stacks

Theory

116/215

Monotonic Vs. Non-Monotonic Reasoning

Output — idea / do / check for Monotonic Vs. Non-Monotonic Reasoning. Fill those three in the viva.

Trap for Monotonic Vs. Non-Monotonic 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

# Monotonic Vs. Non-Monotonic Reasoning
print("idea :", "Monotonic Vs. Non-Monotonic Reasoning")
print("do   : one tiny example on paper")
print("check: one failure case")

Output: idea / do / check for Monotonic Vs. Non-Monotonic Reasoning. Fill those three in the viva.

Short notes

DefMonotonic Vs. Non-Monotonic Reasoning — symbolic knowledge / proof.
RuleMonotonic Vs. Non-Monotonic Reasoning — one tiny formal sentence.
TrapMonotonic Vs. Non-Monotonic Reasoning — English blob ≠ KB.

Monotonic Vs. Non-Monotonic Reasoning

Example

Short notes

Questions

Monotonic Vs. Non-Monotonic Reasoning

Example

Short notes

Questions