Cory
cory
Backstory
Pushing the boundaries of battlesnake using only machine learning, with no hand-coded rules.
Technologies
Go Heroku Python
Joined Feb. 12, 2019
-
Private Machine Learning Latency
-
Private API v0
-
Alpha Beta Snake
Private Go API v0
-
Private API v0
-
Private Latency
-
Private Heroku Python Machine Learning API v0
-
Private API v0
-
Reinforcement Learning Snake -- trained with custom gym environment & PPO with self play. Training setup modeled after OpenAI Dota 5
Private Python API v0
-
Private API v0
-
Private API v0
-
Simple MCTS
Private API v0
-
ML Only (Reinforcement Learning) - 4 player tuned
Private Python Machine Learning API v0
-
Private API v0
-
Deep Neural Network Policy (PPO)
Private Python Machine Learning API v0
Challenges
-
Solo Survival Challenge
Survive as many turns as possible. Your Battlesnake is all by itself on a small game board. -
Solo Length Challenge
Reach the longest possible length. You'll have only yourself to contend with while playing solo on a small game board. -
Survive Against Yourself
Play against yourself 1-on-1 and try to survive as many turns as possible. Standard rules, medium game board. -
Keep Four Battlesnakes Alive
Go up against 3 copies of yourself and try to keep all Battlesnakes alive as long as possible. Your score is determined by when the first Battlesnake is eliminated, not the last. Board size is a non-standard 11x19. -
Occupy Every Corner
Have your Battlesnake occupy as many corners as possible when the game ends. -
Battlesnake Royale - 1v1v1
Go up against two copies of yourself in Battlesnake Royale game mode, and try to make the game last as long as possible! -
BETA - The Prüzze Challenge
Defeat as many of Prüzze's snakes as possible! Have feedback or ideas for this challenge? Let us know in the Battlesnake slack group. Note - trophies resulting from this challenge are unlikely to be permanent.
