Udemy - Artificial Intelligence I: Basics and Games in Java

  • Category Other
  • Type Tutorials
  • Language English
  • Total size 1.2 GB
  • Uploaded By Fclab
  • Downloads 131
  • Last checked 48 minutes ago
  • Date uploaded 1 day ago
  • Seeders 13
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Infohash : 3D095EDF6F8D906F71B9D94E407FF14310603336

Udemy - Artificial Intelligence I: Basics and Games in Java

A guide how to create smart applications, AI, genetic algorithms, pruning, heuristics and metaheuristics

Created by Holczer Balazs
Last updated 4/2019


For more Udemy Courses: https://freecourselab.com

Files:

[FreeCourseLab.com] Udemy - Artificial Intelligence I Basics and Games in Java 1. Introduction
  • 1. Introduction.mp4 (3.6 MB)
  • 1. Introduction.vtt (1.9 KB)
  • 2. What is AI good for.mp4 (10.3 MB)
  • 2. What is AI good for.vtt (5.5 KB)
10. Tic-Tac-Toe Game
  • 1. About the game.mp4 (6.8 MB)
  • 1. About the game.vtt (3.4 KB)
  • 10. Running tic-tac-toe.mp4 (8.4 MB)
  • 10. Running tic-tac-toe.vtt (5.3 KB)
  • 2. Cell.mp4 (8.2 MB)
  • 2. Cell.vtt (3.8 KB)
  • 3. Constants and Player.mp4 (6.4 MB)
  • 3. Constants and Player.vtt (3.2 KB)
  • 4. Game implementation I.mp4 (18.5 MB)
  • 4. Game implementation I.vtt (8.1 KB)
  • 5. Game implementation II.mp4 (9.7 MB)
  • 5. Game implementation II.vtt (3.7 KB)
  • 6. Board implementation I.mp4 (16.5 MB)
  • 6. Board implementation I.vtt (6.9 KB)
  • 7. Board implementationj II - isWinning().mp4 (9.0 MB)
  • 7. Board implementationj II - isWinning().vtt (3.5 KB)
  • 8. Board implementation III.mp4 (16.5 MB)
  • 8. Board implementation III.vtt (5.9 KB)
  • 9. Minimax algorithm.mp4 (21.3 MB)
  • 9. Minimax algorithm.vtt (9.1 KB)
11. Course Materials (DOWNLOADS)
  • 1. Course materials.html (0.1 KB)
  • 1.1 AI_Udemy.zip.zip (9.4 MB)
12. DISCOUNT FOR OTHER COURSES!
  • 1. 90% OFF For Other Courses.html (5.1 KB)
2. Graph-Search Algorithms (Path Finding Algorithms)
  • 1. Why to consider graph algorithms.mp4 (3.7 MB)
  • 1. Why to consider graph algorithms.vtt (1.8 KB)
  • 10. A search illustration.mp4 (15.8 MB)
  • 10. A search illustration.vtt (9.4 KB)
  • 11. A search implementation I.mp4 (52.9 MB)
  • 11. A search implementation I.vtt (8.2 KB)
  • 12. A search implementation II.mp4 (68.2 MB)
  • 12. A search implementation II.vtt (7.7 KB)
  • 13. Path finding algorithms comparison.mp4 (6.1 MB)
  • 13. Path finding algorithms comparison.vtt (2.8 KB)
  • 2. Breadth-first search introduction.mp4 (20.7 MB)
  • 2. Breadth-first search introduction.vtt (10.8 KB)
  • 3. Breadt-first search implementation.mp4 (24.4 MB)
  • 3. Breadt-first search implementation.vtt (12.2 KB)
  • 4. Depth-first search introduction.mp4 (22.1 MB)
  • 4. Depth-first search introduction.vtt (12.2 KB)
  • 5. Depth-first search implementation I - with stack.mp4 (22.9 MB)
  • 5. Depth-first search implementation I - with stack.vtt (10.4 KB)
  • 6. Depth-first search implementation II - with recursion.mp4 (8.4 MB)
  • 6. Depth-first search implementation II - with recursion.vtt (4.3 KB)
  • 7. Enhanced search algorithms introduction.mp4 (8.9 MB)
  • 7. Enhanced search algorithms introduction.vtt (4.5 KB)
  • 8. Iterative deepening depth-first search (IDDFS).mp4 (21.4 MB)
  • 8. Iterative deepening depth-first search (IDDFS).vtt (9.9 KB)
  • 9. A search introduction.mp4 (17.2 MB)
  • 9. A search introduction.vtt (8.2 KB)
3. Basic Search Optimization Algorithms
  • 1. Brute-force search introduction.mp4 (9.2 MB)
  • 1. Brute-force search introduction.vtt (5.1 KB)
  • 2. Brute-force search example.mp4 (17.9 MB)
  • 2. Brute-force search example.vtt (8.9 KB)
  • 3. Stochastic search introduction.mp4 (9.3 MB)
  • 3. Stochastic search introduction.vtt (5.1 KB)
  • 4. Stochastic search example.mp4 (15.5 MB)
  • 4. Stochastic search example.vtt (7.8 KB)
  • 5. Hill climbing introduction.mp4 (7.4 MB)
  • 5. Hill climbing introduction.vtt (4.0 KB)
  • 6. Hill climbing example.mp4 (15.4 MB)
  • 6. Hill climbing example.vtt (7.3 KB)
4. Meta-Heuristic Optimization Methods
  • 1. Heuristics VS meta-heuristics.mp4 (16.6 MB)
  • 1. Heuristics VS meta-heuristics.vtt (9.1 KB)
5. Tabu Search
  • 1. Tabu search introduction - basics.mp4 (27.1 MB)
  • 1. Tabu search introduction - basics.vtt (6.3 KB)
  • 2. Tabu search introduction - tabu tenure.mp4 (26.4 MB)
  • 2. Tabu search introduction - tabu tenure.vtt (6.1 KB)
  • 3. Tabu search illustration.mp4 (19.6 MB)
  • 3. Tabu search illustration.vtt (5.9 KB)
  • 4. Tabu search implementation I.mp4 (52.3 MB)
  • 4. Tabu search implementation I.vtt (7.3 KB)
  • 5. Tabu search implementation II.mp4 (78.3 MB)
  • 5. Tabu search implementation II.vtt (9.5 KB)
6. Simulated Annealing
  • 1. Simulated annealing introduction.mp4 (23.7 MB)
  • 1. Simulated annealing introduction.vtt (11.9 KB)
  • 2. Simulated annealing - function extremum I.mp4 (7.3 MB)
  • 2. Simulated annealing - function extremum I.vtt (3.6 KB)
  • 3. Simulated annealing - function extremum II.mp4 (22.7 MB)
  • 3. Simulated annealing - function extremum II.vtt (11.3 KB)
  • 4. Simulated annealing - function extremum III.mp4 (9.4 MB)
  • 4. Simulated annealing - function extremum III.vtt (5.0 KB)
  • 5. Travelling salesman problem I - city.mp4 (21.9 MB)
  • 5. Travelling salesman problem I - city.vtt (10.0 KB)
  • 6. Travelling salesman problem II - tour.mp4 (29.9 MB)
  • 6. Travelling salesman problem II - tour.vtt (13.0 KB)
  • 7. Travelling salesman problem III - annealing algorithm.mp4 (23.0 MB)
  • 7. Travelling salesman problem III - annealing algorithm.vtt (10.2 KB)
  • 8. Travelling salesman problem IV - testing.mp4 (9.2 MB)
  • 8. Travelling salesman problem IV - testing.vtt (5.0 KB)
7. Genetic Algorithms
  • 1. Genetic algorithms introduction - basics.mp4 (9.9 MB)
  • 1. Genetic algorithms introduction - basics.vtt (5.2 KB)
  • 10. Genetic algorithm implementation V - function optimum.mp4 (25.0 MB)
  • 10. Genetic algorithm implementation V - function optimum.vtt (10.6 KB)
  • 2. Genetic algorithms introduction - chromosomes.mp4 (5.4 MB)
  • 2. Genetic algorithms introduction - chromosomes.vtt (2.8 KB)
  • 3. Genetic algorithms introduction - crossover.mp4 (7.4 MB)
  • 3. Genetic algorithms introduction - crossover.vtt (4.0 KB)
  • 4. Genetic algorithms introduction - mutation.mp4 (6.9 MB)
  • 4. Genetic algorithms introduction - mutation.vtt (3.5 KB)
  • 5. Genetic algorithms introduction - the algorithm.mp4 (7.3 MB)
  • 5. Genetic algorithms introduction - the algorithm.vtt (3.9 KB)
  • 6. Genetic algorithm implementation I - individual.mp4 (18.6 MB)
  • 6. Genetic algorithm implementation I - individual.vtt (8.8 KB)
  • 7. Genetic algorithm implementation II - population.mp4 (11.7 MB)
  • 7. Genetic algorithm implementation II - population.vtt (5.3 KB)
  • 8. Genetic algorithm implementation III - the algorithm.mp4 (20.1 MB)
  • 8. Genetic algorithm implementation III - the algorithm.vtt (8.7 KB)
  • 9. Genetic algorithm implementation IV - testing.mp4 (16.0 MB)
  • 9. Genetic algorithm implementation IV - testing.vtt (7.3 KB)
8. Particle Swarm Optimization
  • 1. Swarm intelligence intoduction.mp4 (15.5 MB)
  • 1. Swarm intelligence intoduction.vtt (7.8 KB)
  • 2. Particle swarm optimization introduction I - basics.mp4 (18.8 MB)
  • 2. Particle swarm optimization introduction I - basics.vtt (8.8 KB)
  • 3. Particle swarm optimization introduction II - the algorithm.mp4 (24.7 MB)
  • 3. Particle swarm optimization introduction II - the algorithm.vtt (12.0 KB)
  • 4. Particle swarm optimization implementation I - particle.mp4 (22.2 MB)
  • 4. Particle swarm optimization implementation I - particle.vtt (10.5 KB)
  • 5. Particle swarm optimization implementation II - initialize.mp4 (15.2 MB)
  • 5. Particle swarm optimization implementation II - initialize.vtt (6.4 KB)
  • 6. Particle swarm optimization implementation III - the algorithm.mp4 (24.3 MB)
  • 6. Particle swarm optimization implementation III - the algorithm.vtt (9.4 KB)
  • 7. Particle swarm optimization implementation IV - testing.mp4 (10.4 MB)
  • 7. Particle swarm optimization implementation IV - testing.vtt (4.9 KB)
9. Minimax Algorithm - Game Engines
  • 1. Game trees introduction.mp4 (9.2 MB)
  • 1. Game trees introduction.vtt (4.6 KB)
  • 2. Minimax algorithm introduction - basics.mp4 (9.8 MB)
  • 2. Minimax algorithm introduction - basics.vtt (4.7 KB)
  • 3. Minimax algorithm introduction - the algorithm.mp4 (15.8 MB)
  • 3. Minimax algorithm introduction - the algorithm.vtt (8.0 KB)
  • 4. Minimax algorithm introduction - relation with tic-tac-toe.mp4 (9.9 MB)
  • 4. Minimax algorithm introduction - relation with tic-tac-toe.vtt (5.2 KB)
  • 5. Alpha-beta pruning introduction.mp4 (12.2 MB)
  • 5. Alpha-beta pruning introduction.vtt (5.7 KB)
  • 6. Alpha-beta pruning example.mp4 (20.3 MB)
  • 6. Alpha-beta pruning example.vtt (9.7 KB)
  • 7. Chess problem.mp4 (4.9 MB)
  • 7. Chess problem.vtt (2.5 KB)
  • [FreeCourseLab.com].url (0.1 KB)

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