Deep Reinforcement Learning for Navigation in AAA Video Games

https://arxiv.org/abs/2011.04764

Ubisoft La Forge; learned navigation for grappling hooks, jetpacks, teleporters, and double jumps on maps about ten times larger than typical RL maps, one modeled on a Ubisoft AAA game; at least 90% success.

Deep reinforcement learning policies for NPC opponents and navigation