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[ DevCourseWeb.com ] Udemy - Artificial Intelligence I - Meta-Heuristics and Games in Java

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视频 2023-3-18 00:04 2024-12-12 13:53 530 2.33 GB 79
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DevCourseWeb com Udemy - Artificial Intelligence I - Meta-Heuristics and Games in Java

文件列表
  1. ~Get Your Files Here !/01 - Introduction/001 Introduction.mp416.47MB
  2. ~Get Your Files Here !/02 - Why Should You Learn Artificial Intelligence/001 What is AI good for.mp413.57MB
  3. ~Get Your Files Here !/03 - ### PATHFINDING ALGORITHMS (GRAPHS) ###/001 Why to consider graph algorithms.mp47.15MB
  4. ~Get Your Files Here !/04 - Breadth-First Search (BFS)/001 What is breadth-first search.mp426.9MB
  5. ~Get Your Files Here !/04 - Breadth-First Search (BFS)/002 Breadth-first search implementation.mp449.77MB
  6. ~Get Your Files Here !/04 - Breadth-First Search (BFS)/003 Applications of breadth-first search.mp43.84MB
  7. ~Get Your Files Here !/05 - Depth-First Search (DFS)/001 What is depth-first search.mp425.53MB
  8. ~Get Your Files Here !/05 - Depth-First Search (DFS)/002 Depth-first search implementation I - with stack.mp459.43MB
  9. ~Get Your Files Here !/05 - Depth-First Search (DFS)/003 Depth-first search implementation II - with recursion.mp428.11MB
  10. ~Get Your Files Here !/05 - Depth-First Search (DFS)/004 Depth-first search and stack memory visualization.mp417.65MB
  11. ~Get Your Files Here !/05 - Depth-First Search (DFS)/005 Memory comparison of graph traversal algorithms.mp47.6MB
  12. ~Get Your Files Here !/05 - Depth-First Search (DFS)/006 Applications of depth-first search.mp45.27MB
  13. ~Get Your Files Here !/06 - Course Challenge #1 - Maze Escape/001 Maze problem introduction.mp414.71MB
  14. ~Get Your Files Here !/06 - Course Challenge #1 - Maze Escape/003 Maze problem implementation.mp471.67MB
  15. ~Get Your Files Here !/06 - Course Challenge #1 - Maze Escape/004 Maze problem stack memory visualization.mp411.82MB
  16. ~Get Your Files Here !/07 - Iterative Deepening Depth-First Search (IDDFS)/001 Enhanced search algorithms introduction (IDDFS).mp418.13MB
  17. ~Get Your Files Here !/07 - Iterative Deepening Depth-First Search (IDDFS)/002 Iterative deepening depth-first search (IDDFS) implementation.mp446.98MB
  18. ~Get Your Files Here !/08 - A Search Algorithm/001 A search introduction.mp437.09MB
  19. ~Get Your Files Here !/08 - A Search Algorithm/002 A search illustration.mp414.23MB
  20. ~Get Your Files Here !/08 - A Search Algorithm/003 A search implementation I.mp449.12MB
  21. ~Get Your Files Here !/08 - A Search Algorithm/004 A search implementation II.mp470.01MB
  22. ~Get Your Files Here !/08 - A Search Algorithm/005 A search implementation III.mp419.17MB
  23. ~Get Your Files Here !/08 - A Search Algorithm/006 Path finding algorithms comparison.mp417.74MB
  24. ~Get Your Files Here !/09 - ### OPTIMIZATION ###/001 Brute-force method.mp415.43MB
  25. ~Get Your Files Here !/09 - ### OPTIMIZATION ###/002 Brute-force method implementation.mp427.98MB
  26. ~Get Your Files Here !/09 - ### OPTIMIZATION ###/003 Hill climbing method.mp411.23MB
  27. ~Get Your Files Here !/09 - ### OPTIMIZATION ###/004 Hill climbing method implementation.mp420.65MB
  28. ~Get Your Files Here !/10 - ### META-HEURISTICS ###/001 Heuristics and meta-heuristics.mp416.12MB
  29. ~Get Your Files Here !/11 - Simulated Annealing/001 What is simulated annealing.mp439.69MB
  30. ~Get Your Files Here !/12 - Simulated Annealing Implementation - Continuous Functions/001 Simulated annealing - function extremum I.mp414.62MB
  31. ~Get Your Files Here !/12 - Simulated Annealing Implementation - Continuous Functions/002 Simulated annealing - function extremum II.mp466.83MB
  32. ~Get Your Files Here !/12 - Simulated Annealing Implementation - Continuous Functions/003 Simulated annealing - function extremum III.mp427.85MB
  33. ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/001 What is the travelling salesman problem.mp426.01MB
  34. ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/002 Travelling salesman problem I - city.mp439.82MB
  35. ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/003 Travelling salesman problem II - tour.mp471.17MB
  36. ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/004 Travelling salesman problem III - annealing algorithm.mp475.44MB
  37. ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/005 Travelling salesman problem IV - testing.mp421.62MB
  38. ~Get Your Files Here !/14 - Genetic Algorithms/001 Genetic algorithms introduction - basics.mp425.44MB
  39. ~Get Your Files Here !/14 - Genetic Algorithms/002 Genetic algorithms introduction - chromosomes.mp418.92MB
  40. ~Get Your Files Here !/14 - Genetic Algorithms/003 Genetic algorithms introduction - crossover.mp423.72MB
  41. ~Get Your Files Here !/14 - Genetic Algorithms/004 Genetic algorithms introduction - mutation.mp49.97MB
  42. ~Get Your Files Here !/14 - Genetic Algorithms/005 Genetic algorithms introduction - selection.mp48.33MB
  43. ~Get Your Files Here !/14 - Genetic Algorithms/006 Genetic algorithms introduction - the algorithm.mp411.74MB
  44. ~Get Your Files Here !/14 - Genetic Algorithms/007 What is elitism.mp49.75MB
  45. ~Get Your Files Here !/14 - Genetic Algorithms/008 Advantages and limitations of genetic algorithms.mp411.22MB
  46. ~Get Your Files Here !/15 - Genetic Algorithms Implementation - Simple Example/001 Genetic algorithm implementation I - individual.mp467.36MB
  47. ~Get Your Files Here !/15 - Genetic Algorithms Implementation - Simple Example/002 Genetic algorithm implementation II - population.mp441.12MB
  48. ~Get Your Files Here !/15 - Genetic Algorithms Implementation - Simple Example/003 Genetic algorithm implementation III - the algorithm.mp492.14MB
  49. ~Get Your Files Here !/15 - Genetic Algorithms Implementation - Simple Example/004 Genetic algorithm implementation IV - testing.mp446.33MB
  50. ~Get Your Files Here !/15 - Genetic Algorithms Implementation - Simple Example/005 Genetic algorithm implementation V - function optimum.mp453.7MB
  51. ~Get Your Files Here !/16 - Course Challenge #2 - Knapsack Problem/001 Knapsack problem introduction.mp421.29MB
  52. ~Get Your Files Here !/16 - Course Challenge #2 - Knapsack Problem/003 Knapsack problem with genetic algorithms.mp487.7MB
  53. ~Get Your Files Here !/17 - Particle Swarm Optimization/001 What is swarm intelligence.mp449.12MB
  54. ~Get Your Files Here !/17 - Particle Swarm Optimization/002 Particle swarm optimization introduction I - basics.mp440.17MB
  55. ~Get Your Files Here !/17 - Particle Swarm Optimization/003 Particle swarm optimization introduction II - the algorithm.mp438.88MB
  56. ~Get Your Files Here !/17 - Particle Swarm Optimization/004 Exploration and exploitation trade-off.mp413.64MB
  57. ~Get Your Files Here !/18 - Particle Swarm Optimization - Simple Example/001 Particle swarm optimization implementation I - particle.mp445.89MB
  58. ~Get Your Files Here !/18 - Particle Swarm Optimization - Simple Example/002 Particle swarm optimization implementation II - initialize.mp418.77MB
  59. ~Get Your Files Here !/18 - Particle Swarm Optimization - Simple Example/003 Particle swarm optimization implementation III - the algorithm.mp444.95MB
  60. ~Get Your Files Here !/18 - Particle Swarm Optimization - Simple Example/004 Particle swarm optimization implementation IV - testing.mp412.36MB
  61. ~Get Your Files Here !/19 - ### TWO PLAYER GAMES ###/001 Game trees introduction.mp439.16MB
  62. ~Get Your Files Here !/20 - Minimax Algorithm - Game Engines/001 Minimax algorithm introduction - basics.mp437.64MB
  63. ~Get Your Files Here !/20 - Minimax Algorithm - Game Engines/002 Minimax algorithm introduction - the algorithm.mp419MB
  64. ~Get Your Files Here !/20 - Minimax Algorithm - Game Engines/003 Minimax algorithm introduction - relation to tic-tac-toe.mp419.26MB
  65. ~Get Your Files Here !/20 - Minimax Algorithm - Game Engines/004 Alpha-beta pruning introduction.mp416.88MB
  66. ~Get Your Files Here !/20 - Minimax Algorithm - Game Engines/005 Alpha-beta pruning example.mp426.37MB
  67. ~Get Your Files Here !/20 - Minimax Algorithm - Game Engines/006 Chess problem.mp429.17MB
  68. ~Get Your Files Here !/21 - Tic-Tac-Toe Game/001 About the game.mp49.49MB
  69. ~Get Your Files Here !/21 - Tic-Tac-Toe Game/002 Cell.mp48.83MB
  70. ~Get Your Files Here !/21 - Tic-Tac-Toe Game/003 Constants and Player.mp46.94MB
  71. ~Get Your Files Here !/21 - Tic-Tac-Toe Game/004 Game implementation I.mp431.93MB
  72. ~Get Your Files Here !/21 - Tic-Tac-Toe Game/005 Game implementation II.mp410.03MB
  73. ~Get Your Files Here !/21 - Tic-Tac-Toe Game/006 Board implementation I.mp424.12MB
  74. ~Get Your Files Here !/21 - Tic-Tac-Toe Game/007 Board implementation II - isWinning().mp423.95MB
  75. ~Get Your Files Here !/21 - Tic-Tac-Toe Game/008 Board implementation III.mp422.77MB
  76. ~Get Your Files Here !/21 - Tic-Tac-Toe Game/009 Minimax algorithm.mp462.88MB
  77. ~Get Your Files Here !/21 - Tic-Tac-Toe Game/010 Minimax algorithm revisited.mp463.98MB
  78. ~Get Your Files Here !/21 - Tic-Tac-Toe Game/011 Running tic-tac-toe.mp410.15MB
  79. ~Get Your Files Here !/21 - Tic-Tac-Toe Game/012 Minimax algorithm stack memory visualization.mp422MB
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