Early Access to
Dr. Derk's Mutant Battlegrounds is now available for
Windows and macOS
on Steam, offering a "wonky" new MOBA with stark untextured models. This
features neural network training of characters based on the OpenAI that beat a
team of professionals at Dota 2
a couple of
years ago. Interestingly they are charging $4.99 for the game in a genre
where all the major titles have long since gone free-to-play. Here's the
Launch Trailer and
here's more:
Dr. Derk’s Mutant Battlegrounds is an experiment in using
deep neural networks in a game. As a player you train agents, “Derklings”, in a
MOBA-style setting, and battle other players teams. The Derklings can be
equipped with a number of upgrades, and the challenge is to figure out the best
way to train and equip them to beat other teams.
Some things to look forward to:
- A dead simple way to get started training your own agents with deep
neural networks. Just load up the agents and hit train!
- Some technical details; the agents employ a RNN with over 3,000
parameters and 32 memory slots, and are trained with GA (Genetic Algorithm).
Plenty enough for them to come up with all kinds of strange, funny and
clever solutions!
- A bunch of fun upgrades that all change what the Derklings can do and
what they might learn.
- Three different battlegrounds with global leaderboards; 1v1, 2v2 and
3v3.
- Visualizations for those who wish to dig deeper into the brains of the
Derklings and fully understand their behaviors.
- A community of people fascinated by AI and neural networks.