Our final exam is scheduled to take place in Building 315/Room 216 on December 11th, Monday, from 1pm to 4pm.

The final exam is based on:

• Final Review.
• All the topics.
• Labs 1 to A
• Assignments 1 to 5
• All the lectures and discussion

Topics included:

• AI in general
• Intelligent agent
• Search Agent
  • Problem definition
  • uninformed search algorithms
  • informed search algorithms
  • local search algorithms
• Constraint Satisfaction Problems
  • CSP Definition
  • uninformed search - backtracking
  • heuristics - value propagation (minimum remaining values, least constraining value) and constraint propagation (arc consistency)
• Adversarial Search
  • Minimax algorithm
  • Alpha-Beta pruning
• Logic Agent
  • Propositional Logic
  • PL inference -- resolution, forward/backward chaining
  • First Order Logic
  • FOL instantiation, Unification
  • FOL inference -- Generalized (Lifted) resolution, forward/backward chaining
• Learning
  • Learning in general
  • Classification - build a decision tree
• Planning
• Perception and Actuation

Our midterm is tentatively scheduled to take place In-Class on October 24th, 2023, Tuesday.

The exam is based on:

• Lectures up to and include Adversarial Search.
• Labs 1 to 5
• Assignments 1 to 3

Topics included:

• AI in general
• Intelligent agent
• Search Agent
  • Problem definition
  • uninformed search algorithms
  • informed search algorithms
  • local search algorithms
• Constraint Satisfaction Problems
  • CSP Definition
  • uninformed search - backtracking
  • heuristics - value propagation (minimum remaining values, least constraining value) and constraint propagation (arc consistency)
• Adversarial Search
  • Minimax algorithm
  • Alpha-Beta pruning

Past exams: