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Practical guide to AI in Unity

سرفصل های دوره

Create the AI for a Unity Game: Develop a colony-simulation using State-Machines, Behavior-Trees and Genetic Algorithms


1 - Introduction
  • 1 - Introduction
  • 2 - AI General
  • 2 - State-Machines-english.pdf

  • 2 - State Machines
  • 3 - State Machines Theory
  • 4 - Statemachine-Example.zip
  • 4 - State Machines Example
  • 5 - Exercise-StateMachine.pdf
  • 5 - StateMachine-student.zip
  • 5 - State Machine Exercise
  • 6 - StateMachine-finished.zip
  • 6 - State Machine Exercise Solution

  • 3 - State Pattern
  • 7 - State Pattern Theory
  • 7 - State-StatePattern-english.pdf
  • 8 - Further Reading Article about State Pattern in Computergames.txt
  • 8 - StatePatternBuild.zip
  • 8 - StatePatternExercise.zip
  • 8 - StatePatternExerciseFinished.zip
  • 8 - State Pattern Example

  • 4 - Behavior Trees
  • 9 - Artificial-Intelligence-BehaviorTree-v2-english.pdf
  • 9 - Introduction
  • 10 - Theory
  • 11 - Theoretic Examples & Exercise1

  • 5 - Behavior Designer
  • 12 - Behavior Designer Documentation.txt
  • 12 - ColonySim-Build.zip
  • 12 - Project Overview
  • 12 - behavior-designer-edu-2019-3-2.zip
  • 12 - behavior-designer-edu-2022-3-8.zip
  • 13 - ColonySimulation-Example-start-2019.zip
  • 13 - ColonySimulation-Example-start-2022-3.zip
  • 13 - Our first Behavior Tree with Behavior Designer
  • 14 - ColonySim-Ex2-Student-2019.zip
  • 14 - ColonySim-Ex2-Student-2022.zip
  • 14 - Exercise2 Hunterbehavior
  • 14 - Exercise-BT2-Hunter.pdf
  • 15 - ColonySim-Ex2-Finished-2019.zip
  • 15 - ColonySim-Ex2-Finished-2022.zip
  • 15 - Exercise 2 Hunterbehavior Solution
  • 16 - Custom Actions
  • 17 - Custom Conditions
  • 18 - Behavior Designer Variables
  • 19 - ColonySim-ex3-start-2019.zip
  • 19 - ColonySim-ex3-start-2022.zip
  • 19 - Exercise3 Custom Condition
  • 19 - Exercise-BT3-CustomConditional.pdf
  • 20 - ColonySim-ex3-finished-2019.zip
  • 20 - ColonySim-ex3-finished-2023.zip
  • 20 - Exercise3 Custom Condition Solution
  • 20 - Exercise-BT3-CustomConditional.pdf
  • 21 - Priorities & Conditional Aborts Theory
  • 22 - CondAbort-Demo-2019.zip
  • 22 - CondAbort-Demo-2022.zip
  • 22 - Priorities & Conditional Aborts Example
  • 23 - BT-ex4-Chicken-Student-2019.zip
  • 23 - BT-ex4-Chicken-Student-2022.zip
  • 23 - Exercise4 Chickenbehavior
  • 23 - Exercise-BT4-Chicken.pdf
  • 24 - BT-Ex4-solution-2019.zip
  • 24 - BT-Ex4-solution-2022.zip
  • 24 - Exercise4 Chickenbehavior Solution
  • 24 - Further Reading Article about BT in Halo2.txt
  • 24 - Further Reading Excellent Article about BT in Project Zomboid.txt

  • 6 - Genetic Algorithms
  • 25 - GeneticAlgorithms-english.pdf
  • 25 - Introduction
  • 26 - Article about a shoot em up with Genetic Algorithms.txt
  • 26 - ColonySimulation-Genetic-Algorithms.zip
  • 26 - Example
  • 26 - Genetic Algorithm which learns to build Cars.txt
  • 26 - More formal Explanation of Genetic Algorithms.txt
  • 26 - Video Simulating Natural Selection.txt
  • 26 - Wikipedia Entry on Genetic Algorithms.txt
  • 27 - Course Outro
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