Friend or Foe? AI Safety Gridworlds extra bit

The last video about the AI Safety Gridworlds paper. How does an agent detect and adapt to friendly and adversarial intentions in the environment? The previous video:    • AI Safety Gridworlds   The Computerphile video:    • AI Gridworlds - Computerphile   The EXTRA BITS video, with more detail:    • EXTRA BITS: AI Gridworlds - Computerphile   The paper: https://arxiv.org/pdf/1711.09883.pdf The GitHub repos: https://github.com/deepmind/ai-safety... With thanks to my excellent Patreon supporters:   / robertskmiles   Jason Hise Steef Cooper Lawton Jason Strack Chad Jones Stefan Skiles Jordan Medina Manuel Weichselbaum Scott Worley JJ Hepboin Alex Flint Justin Courtright Pedro A Ortega James McCuen Richárd Nagyfi Ville Ahlgren Alec Johnson Clement Chiris Simon Strandgaard Joshua Richardson Jonatan R Michael Greve The Guru Of Vision Alexander Hartvig Nielsen Volodymyr David Tjäder Julius Brash Tom O'Connor Gunnar Guðvarðarson Shevis Johnson Erik de Bruijn Robin Green Alexei Vasilkov Maksym Taran Laura Olds Jon Halliday Robert Werner Paul Hobbs Jeroen De Dauw Enrico Ros Tim Neilson Eric Scammell christopher dasenbrock Igor Keller Morten Jelle Ben Glanton Robert Sokolowski Vlad D William Hendley DGJono robertvanduursen Scott Stevens Emilio Alvarez Dmitri Afanasjev Brian Sandberg Einar Ueland Marcel Ward Andrew Weir Taylor Smith Ben Archer Scott McCarthy Kabs Phil Tendayi Mawushe Anne Kohlbrenner Jake Fish Bjorn Nyblad Jussi Männistö Mr Fantastic Matanya Loewenthal Wr4thon Dave Tapley Archy de Berker Kevin Marc Pauly Joshua Pratt Andy Kobre Brian Gillespie Martin Wind Peggy Youell Poker Chen Kees Darko Sperac Paul Moffat Jelle Langen Lars Scholz Anders Öhrt Lupuleasa Ionuț Marco Tiraboschi Michael Kuhinica Fraser Cain Robin Scharf Oren Milman John Rees Shawn Hartsock Seth Brothwell   / robertskmiles