New Reinforcement Learning Methods to Improve AI in Gaming and Beyond

This episode of the AI show covers reinforcement learning – an AI approach that is especially promising for training naturally behaving game characters with nuanced reactions to human players.

Jump To:

[00:50] What is reinforcement learning
[02:26] Project Malmo – Minecraft as a platform for AI research
[05:00] Project Paidia: towards RL agents that learn to collaborate with human players
[09:00] Project Paidia demo
[11:00] Call to action -AI Innovation page (Project Paidia) + Azure ML notebooks

Learn More:

  • Project Paidia deep dive page https://aka.ms/AIShow/ProjectPaidia
  • Azure notebooks – try this today https://aka.ms/AIShow/AzureNotebooks
  • Game Intelligence research https://aka.ms/AIShow/GameIntelligence
  • Follow Seth https://twitter.com/katjahofmann

Frank

#DataScientist, #DataEngineer, Blogger, Vlogger, Podcaster at http://DataDriven.tv . Back @Microsoft to help customers leverage #AI Opinions mine. #武當派 fan. I blog to help you become a better data scientist/ML engineer Opinions are mine. All mine.