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100 Best Unity3d Machine Learning Videos

Notes:

Machine learning (ML) can be used in the Unity game engine in a number of ways to enhance the gameplay experience and to create more realistic and interactive environments. Some examples of how ML can be used in Unity include:

  1. Character behavior and decision-making: ML algorithms can be used to train non-player characters (NPCs) to make decisions and take actions based on their surroundings and the actions of the player. This can create more dynamic and realistic interactions with NPCs.
  2. Object recognition and tracking: ML algorithms can be used to recognize and track objects within the game world, allowing for more realistic physics and interactions with objects.
  3. Environmental and object generation: ML algorithms can be used to generate environments and objects within a game, allowing for more diverse and procedurally generated game worlds.
  4. Image and video processing: ML algorithms can be used to improve the quality of graphics and video in a game, as well as to create more realistic lighting and shading effects.
  5. Speech and language processing: ML algorithms can be used to improve the accuracy and naturalness of speech recognition and language processing within a game, allowing for more realistic interactions with NPCs and other in-game characters.

Unity provides a range of tools and resources to help developers incorporate ML into their games, including support for popular ML frameworks such as TensorFlow and PyTorch.

Resources:

  • github.com/unity-technologies/ml-agents .. unity machine learning agents (python)

See also:

100 Best Unity3d & Reallusion Character Creator Videos | 100 Best Unity3d AR Foundation Videos | 100 Best Unity3d Artificial Intelligence Videos | 100 Best Unity3d Augmented Reality Videos | 100 Best Unity3d Avatar Videos | 100 Best Unity3d Dialog System Videos | 100 Best Unity3d Facial Animation Videos | 100 Best Unity3d FMOD Videos | 100 Best Unity3d HoloLens Videos | 100 Best Unity3d HTC Vive Videos | 100 Best Unity3d Lipsync Videos | 100 Best Unity3d Machine Learning Videos | 100 Best Unity3d Mixed Reality Videos | 100 Best Unity3d Photon Multiplayer Videos | 100 Best Unity3d Player Videos | 100 Best Unity3d ProBuilder Videos | 100 Best Unity3d Robot Videos | 100 Best Unity3d Scripting Videos | 100 Best Unity3d Speech Tools Videos | 100 Best Unity3d Tutorial Videos | 100 Best Unity3d Virtual Reality Videos | 100 Best Unity3d VRChat Videos | 100 Best Unity3d Vuforia Videos | 100 Best Unity3d Web Player Videos | 100 Best Unity3d Wwise Videos


[289x Sep 2022]

  • AI: Machine Learning Racing Unity Training
  • DevLog 3. – Machine Learning, AI test – Functionality Test – Unity 2020LTS
  • Machine Learning | Agent Reach Goal | Unity Project
  • Unity 3D: Machine Learning AI Showcase
  • #Shorts Using Unity for Machine Learning
  • Hand Gesture Based 3D Tennis Game Python Machine Learning Project with Unity
  • Using Unity for Machine Learning
  • Unity Demonstration of Machine Learning Trainning Process And Gameplay
  • Unity Live Webinar Series – Building an Arcade Racer. Part 5: Machine Learning Agents
  • UE5 e Unity: Animação Ultra Realista Usando Machine Learning (A.I)
  • Motion transfer to Unity3D using Machine Learning
  • Creating A Winter Sled Game With Unity Machine Learning Using Python
  • Unity Machine Learning Agents
  • Unity Machine Learning : Minion’s Avoidance
  • K?t qu? sau khi train model(Machine learning in Unity)
  • Creating Machine Learning in Unity
  • Machine Learning in Real-time | Florent Guiner @ Unity Technologies | CGA Belgrade 2021
  • Unity – IA – Machine Learning with Curiosity Learning – Trained
  • Learning Machine Learning In Unity In Under 1 Day
  • Unity – IA – Machine Learning – Training
  • Unity – IA – Machine Learning – Trained
  • Unity Machine Learning – Reinforcement Learning – mlagents Results
  • Unity ML-Agents ( Machine Learning simple agent going to target )
  • Masterclass Machine Learning para Unity
  • Machine learning with Unity ML-Agents & PyTorch
  • Slither Machine Learning in Unity (Working Project)
  • American Sign Language (ASL) for VR with Unity and Machine Learning
  • Social Distancing Simulation Through Unity Machine Learning Agents
  • Running Machine Learning Model in Unity3D #1 Madhawk Proto
  • Intro to Machine Learning in Unity with Barracuda
  • Self Driving Car | Convolutional Neural Network | Machine Learning/Deep Learning | Unity3D
  • Training penguins with machine learning in Unity – Test
  • Trained penguins with machine learning in Unity – Behaviour Test
  • Machine Learning in Unity: How to Setup Agents (Demo)
  • Unity Machine Learning Agents applied to Real Time Strategy game KBB: Smart Unit [4]
  • Demo Reel | Unity + Machine Learning
  • Unity Machine learning asymmetric adversarial games with Self-Play
  • Unity – Training machine learning agents using reinforcement learning and imitation learning methods
  • Machine Learning Unity 3D
  • Q – Learning Example in Unity – Machine Learning – Reinforcement Learning
  • Unity ML Agents Machine Learning + Artificial Intelligence
  • ML Agents | machine learning in unity how to do
  • Unity Machine Learning – Finding Targets
  • Unity Machine Learning Moving Target
  • How to Solve a Match-3 with Machine Learning! (Unity ML-Agents)
  • Alife using Unity Machine Learning Agents Toolkit (ML-Agents) C#, Phyton for AI Module
  • Machine Learning Models in Unity with Barracuda: Image Classification
  • 3D printed robot arm, Unity, TensorFlow and kinect V2 – Reinforcement machine learning
  • Flip the bottle Challenge (Machine Learning w/ Unity3D final result)
  • How to use Machine Learning AI Vision with Unity ML-Agents!
  • ML Agents Project – Unity – Machine Learning implementation using Tensorflow.
  • Unity Machine Learning – Kart Result 3
  • Unity Machine Learning – Kart Result 2
  • Unity Machine Learning – Kart Result
  • AR drone using OpenCv | Optical flow |AI project | Machine learning |Unity pro
  • Unity Machine Learning Agents applied to Real Time Strategy game KBB: Smart Unit [3]
  • Introducing the course: Machine Learning for Unity with ML-Agents
  • How to use Machine Learning AI in Unity! (ML-Agents)
  • Unity Machine Learning Agents on Real Time Strategy game: Smart Unit [2]
  • Unity Machine Learning Agents applied to Real Time Strategy: Smart Unit [1]
  • Machine Learning in Unity – 2020
  • Mirror Unity Networking and Machine Learning
  • Machine Learning Unity Avatar Animation Controller
  • Devin Miller Using Unity to Generate Training Data for Machine Learning
  • Unity Machine Learning Singularity Test
  • Unity Perception: Where’s Waldo? Creating Synthetic Training Data for Machine Learning with fastai
  • Procedural Terrain Generation with Machine Learning (Unity 3D ML Agents)
  • Unity | ML Agents | Machine Learning in game | Humming Bird
  • Learning demo with Unity Machine Learning Agents Toolkit
  • Penguin Game – Machine Learning in Unity
  • Entrenando dos agentes simultaneamente con Machine Learning ML-Agents de Unity
  • How Unity Machine Learning CLI Commands Work & How To Manage Having Multiple AI Training Runs?
  • How To Park A Car With Unity Machine Learning ML-Agents (Part 2) – Source Code Included !
  • How To Park A Car With Unity Machine Learning ML-Agents (Part 1)
  • 0-Presentación curso Machine Learning con ML Agents de UNITY
  • Teaching a Hummingbird to drink nectar: Machine Learning from Unity
  • Unity ile Makine Ö?renmesi Ajanlar? – Unity Machine Learning Agents
  • Unity 2019 Machine Learning Test
  • AI Learns Sumo? | Machine Learning | Unity Game Devlog
  • Unity ML-Agents – Cross Road Project Walkthrough With Machine Learning ! (Source Code Included)
  • Machine learning – Unity – Touchdesigner Test – 2018
  • Unity : Machine learning (Line trace robot)
  • Unity ML-Agents – How To Build Player Avoidance AI With Machine Learning?
  • Unity Machine Learning – How To Track A Target (Observations, Actions, Heuristic, And Training)
  • Unity Machine Learning – How To Setup The Unity ML-Agents ToolKit?
  • Unity ML Agents Toolkit | 3D Ball Balancing using Machine Learning & Unity 2020
  • Brandon Barisoff – Exploring Machine Learning and AI in Unity
  • I made an AI which Plays a Game in Unity – Machine Learning
  • Machine Learning in Unity – Thomas Haller – SGDC (2020-05-14)
  • Machine Learning in Unity3D – Andrew Chilicki
  • Penguin Machine Learning Unity – End Result
  • 3D printed robot arm, Unity, TensorFlow and kinect V2 – Reinforcement machine learning
  • Creating a Game with Learning AI in Unity! (Tutorial / Machine Learning)
  • Machine Learning in Games (Unity ML)
  • Webinar – Artificial Intelligence and Machine Learning in Unity
  • TEACHING SOCCER TO MY A.I. – AI Learns using Unity and Machine Learning!
  • CETTE INTELLIGENCE ARTIFICIELLE UTILISE LE MACHINE LEARNING ! ET ELLE EST INCROYABLE ! – Unity 3D
  • AutoPilot – A unity machine learning project
  • Machine Learning with Synthetic Data | @Unity + @TensorFlow
  • CETTE INTELLIGENCE ARTIFICIELLE APPREND D’ELLE-MÊME ! (Machine Learning) Unity 3D
  • Unity-ML Machine Learning Car Race Training
  • Machine learning with Processing, Wekinator and Unity: an unsuccessful attempt.
  • machine learning/ reinforcement learning with unity
  • Machine learning with unity!
  • Arm shows Machine Learning, ARCore gaming on Unity Engine
  • Unity Machine Learning Basics – Finishing a Space Battle Game
  • AI learns to play Tag | Machine Learning | Unity Game
  • Evoids game using Neural Nets (unity machine learning)
  • (Unity/C#) Machine Learning – Plateforme (8 Gen)
  • NEAT Race: self-learning cars created from scratch in Unity [Machine Learning]
  • Découverte de Unity3D Machine Learning
  • Kart Racing Game with Machine Learning in Unity! (Tutorial)
  • [Unity] Aircraft Machine Learning Agents
  • AI Unity Machine Learning Cars
  • Unity Machine Learning ML-Agents projects compilation
  • TEACHING SOCCER TO MY A.I. – AI Learns using Unity and Machine Learning!
  • CETTE INTELLIGENCE ARTIFICIELLE UTILISE LE MACHINE LEARNING ! ET ELLE EST INCROYABLE ! – Unity 3D
  • AutoPilot – A unity machine learning project
  • Machine Learning with Synthetic Data | @Unity + @TensorFlow
  • CETTE INTELLIGENCE ARTIFICIELLE APPREND D’ELLE-MÊME ! (Machine Learning) Unity 3D
  • Unity-ML Machine Learning Car Race Training
  • Machine learning with Processing, Wekinator and Unity: an unsuccessful attempt.
  • machine learning/ reinforcement learning with unity
  • Machine learning with unity!
  • Arm shows Machine Learning, ARCore gaming on Unity Engine
  • Unity Machine Learning Basics – Finishing a Space Battle Game
  • AI learns to play Tag | Machine Learning | Unity Game
  • Evoids game using Neural Nets (unity machine learning)
  • (Unity/C#) Machine Learning – Plateforme (8 Gen)
  • NEAT Race: self-learning cars created from scratch in Unity [Machine Learning]
  • Découverte de Unity3D Machine Learning
  • Kart Racing Game with Machine Learning in Unity! (Tutorial)
  • [Unity] Aircraft Machine Learning Agents
  • AI Unity Machine Learning Cars
  • Unity Machine Learning ML-Agents projects compilation
  • Machine Learning Paintball Agents in Unity
  • Self steering cars in Unity using Machine Learning
  • Machine learning (ML-Agents) | Unity3d
  • Robot Ants | Unity Machine Learning Demo / Video by m baske youtube channel
  • Angry AI battle robots – unity machine learning demo / Video CC by m baske
  • Explorer drone unity machine learning demo / Video by m baske
  • Unity3d: Virtual reality and Myo Armband for machine learning based gesture recognition
  • AIE Industry Speaker Wednesdays: Adam Crespi (Senior Artist, Machine Learning at Unity)
  • Unity Machine Learning Self Driving Cars
  • Machine Learning maze Navigation in Unity3D!
  • machine learning with unity 01 – Alireza Ma’ali
  • Unity Machine Learning Agents Toolbox ml agents 070
  • AI Unity Machine Learning Agents Toolbox
  • Getting Started with Visual Observations in Unity Machine Learning Agents
  • Machine learning in unity
  • Unity Machine Learning Rollerball Tutorial Results
  • A.I. & Machine Learning with Unity3D – TUTORIAL
  • Unity – Birds Learning How to Survive by Natural Selection (Machine Learning Basics)
  • Unity3D Machine Learning Agents Toolkit setup (ml-agents)
  • Machine Learning using Unity ML-Agents
  • Machine learning in one minute [Unity]
  • Machine Learning Unity DNA
  • Unity en Machine Learning met Tensorflow
  • Unity Machine Learning Basics: Upgrade to 0.6 and Normalize your Observations!
  • Trying the Piggy Unity Machine Learning
  • Unity Machine Learning Part 3
  • Getting started with Unity Machine Learning, Video 2
  • Unity Robot Ants (Update) – Machine Learning Demo / Video by m baske youtube channel
  • Machine Learning – Unity3d -Aritficial Neural network
  • Flappy Bird AI… Machine learning with Unity ML-Agents
  • WSAI 2018 – Unity Technologies, Danny Lange, VP of AI and Machine Learning
  • Unity ML-Agents – Training Session – Machine Learning
  • Unity ML-Agents – Playing – Machine Learning
  • Machine Learning with Unity (Senior Project )
  • Dnai Machine Learning Integration inside Unity 2018.2
  • Playing with Unity Machine Learning
  • Stilt-Walking Rover in Unity (For Machine Learning Purposes)
  • Unity Machine Learning – Basketball Free Throws
  • Unity Machine Learning
  • Unity Machine learning : Making a New Learning Environment
  • Machine learning in one minute [Unity]
  • Machine Learning Unity DNA
  • Unity en Machine Learning met Tensorflow
  • Unity Machine Learning Basics: Upgrade to 0.6 and Normalize your Observations!
  • Trying the Piggy Unity Machine Learning
  • Unity Machine Learning Part 3
  • Getting started with Unity Machine Learning, Video 2
  • Unity Robot Ants (Update) – Machine Learning Demo / Video by m baske youtube channel
  • Machine Learning – Unity3d -Aritficial Neural network
  • Flappy Bird AI… Machine learning with Unity ML-Agents
  • WSAI 2018 – Unity Technologies, Danny Lange, VP of AI and Machine Learning
  • Unity ML-Agents – Training Session – Machine Learning
  • Unity ML-Agents – Playing – Machine Learning
  • Machine Learning with Unity (Senior Project )
  • Dnai Machine Learning Integration inside Unity 2018.2
  • Playing with Unity Machine Learning
  • Stilt-Walking Rover in Unity (For Machine Learning Purposes)
  • Unity Machine Learning – Basketball Free Throws
  • Unity Machine Learning
  • Unity Machine learning : Making a New Learning Environment
  • Unity3D ‘ml-agents’ – Machine learning training demo
  • Unity Machine Learning Made Easy – Computer Setup
  • [2] Underfitting vs Overfitting: Unity of Opposites in Machine Learning
  • [1] Bias vs Variance: Unity of Opposites in Machine Learning
  • [3] Exploration vs Exploitation: Unity of Opposites in Machine Learning
  • [4] Generalization vs Specialization: Unity of Opposites in Machine Learning
  • [5] Deterministic vs Stochastic: Unity of Opposites in Machine Learning
  • Machine Learning for videogames in Unity3D by Fabio Corrirossi
  • Collision Avoidance System using Machine Learning | Unity 3D
  • Unity Machine Learning
  • Unity Machine Learning in a game
  • Machine Learning with Unity: Projectile Dodging
  • Unity Machine Learning and AI
  • Exploring Hyperparameters Automatically in Unity3D Machine Learning
  • Machine Learning in Unity
  • Unity AI and machine learning.
  • Unity AI and machine learning.
  • EBE2018 – Boost your sales using machine learning and data driven reasoning (Unity Group)
  • Machine Learning: Imitation Learning – Unity
  • India Webinar: Bringing Machine Learning to the Unity Creation Engine with ML-Agents
  • Unity Machine Learning Reinforcement Learning Demo
  • Machine Learning with TensorFlow in Unity #1
  • Machine Learning in Unity #3
  • Machine Learning with Tensorflow in Unity #2
  • Machine Learning with Tensorflow in Unity #1
  • Machine Learning with tensorflow in Unity #3
  • Machine Learning with Tensorflow in Unity #2
  • Unity Machine Learning Basics Part 6: A Working 2D Lander
  • Unity Machine Learning Basics Patreon Info
  • Unity Machine Learning Basics: Physics Initialization Workaround
  • Experimenting with Unity Machine Learning example
  • Experimenting with Unity Machine Learning – Making a New Learning Environment
  • Machine Learning Agents – Unity ML Agents Workflow [3/10] Live 2018/4/4
  • Ball juggling agent – Unity Machine Learning
  • Unity Machine Learning Basics: Recap and Roadmap
  • Unity Machine Learning Basics: Upgrading to 0.3
  • Unity Machine Learning Basics: Training in 0.3
  • Unity Live at GDC Day 3 – Machine Learning Agents
  • Unity at GDC keynote – Machine Learning & Unity ML-Agents update with Danny Lange (VP of AI and ML)
  • Unity Machine Learning – Flappy Bird
  • Training a Unity game using machine learning.
  • Unity Machine Learning with Python
  • Unity at GDC – Unity Machine Learning: ML-Agents 0.3
  • Unity Machine Learning Basics Part 5: Penalties & Obstacles
  • Unity Machine Learning Basics Part 4: Continuous Rewards
  • Machine Learning AI Racing Car: Neural Networks and Unity3D tested on three race tracks
  • Unity Machine Learning Basics Part 3: Physics!
  • Gameplay from our Machine Learning Unity AI Course
  • Unity Machine Learning Basics Part 2: Faster Training
  • MACHINE LEARNING in Unity 2018! (Impressions + Getting Started)
  • Unity Machine Learning Basics Part 1: Hello World of Machine Learning
  • Training a shooting agent – Unity Machine Learning
  • Machine Learning: Reinforcement Learning – Unity
  • Spooky Spider – Unity Machine Learning Agent
  • Implementing Machine Learning the Unity way – Ciro Continisio – Codemotion Milan 2017
  • Unity Machine Learning Challenge
  • Hide / Escape – Unity Machine Learning Agents
  • Maze Solver and Blocker with Unity Machine Learning Agents
  • Flappy Bird AI with unity machine learning agent
  • Trying out Unity Learning Agents (Machine Learning)
  • Writing a Unity Machine Learning Agent From Scratch
  • Machine Learning in Unity – How to give your game AI a real brain
  • Unity Machine Learning Agents – Tennis Demo Cheesing
  • Machine Learning | Sword Fighter | Unity3D
  • SatelliteAI – Unity 3D – ML-Agents (Machine Learning)
  • Machine Learning | Simple Soccer | Unity3D
  • The ugly end to end – troubleshooting and training Unity Machine Learning
  • Machine Learning Cars in Unity – Neural Networks
  • It’s alive! Machine Learning control of complex robot, in Unity3D
  • Unity3D Machine Learning – Controlling a complex robot arm
  • Amin Babadi: Machine Learning for Games in Unity – Aalto Game Dev Competition Nov. 2017
  • Unity3d Machine Learning: Simple Robot continuous mode working
  • Unity Machine Learning: Simple ML Robot, in continuous mode
  • Creating a custom Unity3D Machine Learning Agent
  • Unity3D Machine Learning – Building and Training the First Example (3DBall)
  • Unity3D Machine Learning Setup for ML-Agents on Windows 10 with Tensorflow
  • Unity3D Machine Learning – Simple Robot Arm
  • Blocks example – Unity Machine Learning Agents
  • Unity Machine Learning
  • Unity Machine Learning Agents
  • Unity Machine Learning – Demo “3DBall”
  • Autonomous car simulation in unity 3d – Machine Learning using Neural Network & Genetic Algorithm
  • Machine Learning and AR – Unity
  • Unity Test – Segmentation Shader for machine learning
  • Unity Machine Learning – Reinforcement Learning Demo
  • Danny Lange VP AI Machine Learning Unity @ IOT World
  • Setting up Machine Learning/Accord/ AI in Unity
  • Machine learning and skill modelling plugins for Unity! coAdjoint Unity Development Log 13

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