6.034 Artificial Intelligence - Recitations, fall 2004 Enrichment slides on search
Search: basic and optimal Search - guided slide tour
Search
Problem-Solving Agent
Assumptions
Assumptions
Assumptions
Assumptions
Assumptions
Assumptions
Search Example
Search Space Definitions
Search Space Definitions
Problem Formulation
Search Process
Sample Search Problems
Sample Search Problems
Sample Search Problems
Sample Search Problems
Sample Search Problems
Sample Search Problems
Sample Search Problems
Sample Search Problems
View Search Space as a Tree
General Search Example
Search Function
Search Strategies
Breadth-First Search
Examples
Analysis
Analysis
Depth-First Search
Examples
Analysis
Avoiding Repeated States
Maze Example
Uniform Cost Search (Branch and Bound Search)
Example
Iterative Deepening Search
Examples
Analysis
Bidirectional Search
Informed Searches
Best-First Search
Example
Hill Climbing (Greedy Search)
Example
Hill Climbing Issues
Hill Climbing Issues
Hill Climbing Issues
Beam Search
Example
A*
Power of f
Example
Example
Optimality of A*
IDA*
Example
Eight Puzzle Example
Eight Puzzle Example
Eight Puzzle Example
Analysis
RBFS
Example
Analysis
SMA*
Example
Heuristic Functions
Heuristic Functions
Reasons
Informedness
Effect on Search Cost
Heuristics
Generating Heuristic Functions
Admissible Search Algorithms
Comparison of Search Techniques
Online Learning
LRTA*
Example
Simulated Annealing