good AI

• let the player cheat
• non deve essere troppo prevedibile
• ma neanche deve essere perfetta
• lascia il giocatore “vincere”

MarI/O – Machine Learning in Video Games https://youtu.be/qv6UVOQ0F44

Unity Simulation

• Designing safer cities through simulations: https://blogs.unity3d.com/2018/01/23/designing-safer-cities-thr

• https://blogs.unity3d.com/2020/12/11/automate-your-playtesting-create-virtual-players-for-game-simulation/

ML Agents

https://github.com/Unity-Technologies/ml-agents

varie aggiornamenti: https://blogs.unity3d.com/2020/12/28/happy-holidays-from-the-unity-ml-agents-team/

Unity Machine Learning - Reinforcement Learning Demo https://www.youtube.com/watch?v=fiQsmdwEGT8

Multi-Agent Hide and Seek https://youtu.be/kopoLzvh5jY https://www.youtube.com/watch?v=Lu56xVlZ40M

demos

https://github.com/Unity-Technologies/ml-agents/blob/master/docs/Learning-Environment-Examples.md

AI Learns to Park - Deep Reinforcement Learning https://www.youtube.com/watch?v=VMp6pq6_QjI

winners of ML-challenge: https://blogs.unity3d.com/2018/02/28/introducing-the-winners-of-the-first-ml-agents-challenge/

https://learn.unity.com/course/ml-agents-hummingbirds