Godot 4 AI & Machine Learning Masterclass: Train Smart Game Characters and Build Neural Networks

+ 01a Build a Machine Learning Model in Godot 4 1 lecture

00 Project Preview - Build A Machine Learning Model In Godot Preview Free preview

+ 01b (Prerequisite) Navigate the Godot Editor 6 lectures

01 Navigate Godot's Main Menu Locked

02 Navigate Godot's Scene Window Locked

03 Navigate Godot's File System Locked

04 Navigate Godot's Viewport Locked

05 Navigate Godot's Inspector And Node Windows Locked

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+ 01c (Prerequisite) Machine Learning Fundamentals 5 lectures

00a What is Deep Learning Locked

00b What is a Neural Network Locked

01 What Is Machine Learning Locked

02 What Is Supervised Learning Locked

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+ 02 Build a perceptron with GDScript 4 lectures

01 Build Main And Point Scenes Locked

02 Draw A Point With GDScript Locked

03 Build A Perceptron With GDScript Locked

02 Source Locked

+ 03 Build model training with GDScript 3 lectures

01 Create Data Points With GDScript Locked

02 Build Model Training With GDScript Locked

03 Source Locked

+ 04 Unlocking Game AI - Build a Neural Network in Godot 3 lectures

01 Build Neural Network Locked

02 Build Activation Function And Learning Rate Locked

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+ 05 Define neural network training 5 lectures

01 Define Neural Network Training Locked

02 Build Output Neural Network Layer Locked

03 Run And Clean Up Code Locked

04 Update Weights And Biases In Neural Network Locked

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+ 06 Visualize neural network training in Godot 4 lectures

01 Visualize Model Training Locked

02 Define Neural Network Prediction Locked

03 Visualize Model Predictions Locked

03 Source Locked

+ 07a Command Line Fundamentals 2 lectures

01 Why All Developers Need To Know The Command Line Locked

02 Build Your First Command In The Command Line Locked

+ 07bTrain AI-Driven Platformer Characters in Godot 4 lectures

01 What Is Reinforcement Learning Locked

02 What Is GDRL Locked

03 Explore GDRL Package Locked

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+ 08 Download GDRL Godot ML example 4 lectures

04 Download GDRL Example Locked

05 Install GDRL Locked

06 Train Machine Learning Model Locked

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+ 09 Explore Player and Robot in Godot RL 2 lectures

07 Explore Player Scene And Script Locked

08 Explore Robot Scene And Script Locked

+ 10 Explore utility scripts 3 lectures

09 Controller Script Locked

10 Explore Sensors In Platformer Locked

11 Explore More Agent Scripts Locked

+ 11 Train a FPS Game Machine Learning Agent in Godot 1 lecture

00 Project Preview - Explore FPS From Godot RL Locked

+ 12 Run Godot RL FPS example 2 lectures

01 Run GDRL Example Locked

01 Source Files Locked

+ 13 Understand Player Scenes and Scripts in Godot FPS 3 lectures

01 Understand Main Scene And Script Locked

02 Explore Character Scene And Script Locked

03 Explore Player Scene And Script Locked

+ 14 Explore AI Scripts in Godot FPS 2 lectures

01 Explore AI Controller Script Locked

02 Explore Extended Raycast Sensor Locked

+ 15 Understand FPS Scenes and Scripts in Godot 3 lectures

01 Understand Projectile Scene And Script Locked

02 Understand Camera Scripts Locked

03 Explore Health System Script Locked

+ 16 Explore Other Scripts in Godot RL FPS 2 lectures

01 Explore Manager Scripts Locked

02 Explore State Machine Scripts Locked

+ 17 Build simple FPS for custom game environment 6 lectures

00 Project Preview - Godot FPS From Scratch With RL Locked

01 Build Main Scene For Godot FPS Locked

02 Build Target And Add Color Locked

03 Build Simple FPS Player In Godot Locked

04 Build Projectile In Godot Locked

06 Source files Locked

+ 18 Connect to Godot RL in FPS 4 lectures

01 Add Godot RL Package To Godot Game Locked

02 Build AI Controller For Player With Godot RL Locked

03 Connect To Godot RL Server With Sync Locked

07 Source Files Locked

+ 19 Implement AI Controller from Godot RL 4 lectures

01 Get Observation With GDscript Locked

02 Get Reward And Action Space Locked

03 Set AI Actions For Simple Godot FPS Locked

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+ 20 Build Godot FPS Player functionality 4 lectures

01 Build Movement Functionality In Player Locked

02 Build Shooting Functionality In Player Locked

03 Reward AI Agent For Target Collision Locked

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+ 21 3D Game Machine Learning in Godot 4 1 lecture

00 Project preview - 3D Platformer from Scratch with RL_1 Locked

+ 22 Build simple 3D platformer in Godot 4 3 lectures

01 Build Main scene with platforms Locked

02 Build platformer player in Godot Locked

01 Source Files Locked

+ 23 Build automated player movement 5 lectures

01 Build player movement Locked

02 Get and set movement actions Locked

03 Get environment observations Locked

04 Define training end Locked

02 Source Files Locked

+ 24 Implement RL rewards 4 lectures

01 Reward RL agent Locked

02 Reset goal distance Locked

03 Add goal distance to observations Locked

03 Source Files Locked

+ 25 Build automated turn and jump 5 lectures

01 Build player turn Locked

02 Build player jump Locked

03 Handle player and platform collision Locked

04 Handle player fall Locked

04 Source files Locked