Anna Luo

Mar 23, 2023 | amazon.science | Jonathan H. Chung |Anna Luo |Scott Perry |Xavier Raffin

We present the Battlesnake Challenge, a framework for multi-agent reinforcement learning with Human-In-the-Loop Learning (HILL). It is developed upon Battlesnake, a multiplayer extension of the traditional Snake game in which 2 or more snakes compete for the final survival. The Battlesnake Challenge consists of an offline module for model training and an online module for live competitions.