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Build a Machine Learning Model in Unity C#
00a Course Overview
01 Project Preview (3:33)
02 Course Overview (2:44)
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00b Mammoth Interactive Courses Introduction
00 About Mammoth Interactive (1:12)
01 How To Learn Online Effectively (13:46)
00c Machine Learning Overview
01 What Is Machine Learning (5:26)
02 What Is Deep Learning (7:42)
03 What Is A Neural Network (8:47)
04 What Is Ml-Agents (5:16)
Source Files
02 Build a New Unity Project
01 Build A New Project (3:48)
02 Build A 3D Environment With Agent And Target (9:06)
03 How To Debug (2:54)
Source Files
03 Build Machine Learning Agent Behavior
01 Start A New Training Episode (11:50)
02 Collect Observations (4:41)
03 Reward Agent For Finding Target (5:42)
04 Punish Agent's Wrong Move (6:02)
Source Files
04 Connect Agent to Scene
01 Connect Agent To Environment And Target (9:03)
Source Files
05 Train the Brain
01 Define Training Hyperparameters (16:45)
Source Files
06 Show Training Results
01 Build A Graphical User Interface (21:34)
02 Speed Up Training With Duplicate Scenarios (10:21)
Source Files
01 How To Learn Online Effectively
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