Reinforcement Learning Agents for Ubisoft's Roller Champions

Understand

In recent years, Reinforcement Learning (RL) has seen increasing popularity in research and popular culture.

• However, skepticism still surrounds the practicality of RL in modern video game development.
• In this paper, we demonstrate by example that RL can be a great tool for Artificial Intelligence (AI) design in modern, non-trivial video games.
• We present our RL system for Ubisoft's Roller Champions, a 3v3 Competitive Multiplayer Sports Game played on an oval-shaped skating arena.