There is a cool new project called SC2EGSet going on in the fast-paced world of esports, where people play games in virtual venues. In short, this stands for StarCraft II Esport Replay and Game-state Dataset. The way experts, players, and fans use esports data will change because of this huge amount of data.
SC2EGSet and StarCraft II: The data from e-sports is great for science.
Researchers and scientists can look into a world of data that has never been seen before thanks to e-sports, a pretty new type of sports. At SC2EGSet, our main goal is to make e-sports easier for scientists to get into. You can get a dataset with both raw and already processed files from StarCraft II events. This is a great place to find projects that use statistical and machine learning models. To load and model the data that comes with the dataset, you can also use your own tools, like the PyTorch and PyTorch Lightning API methods.
A lot of data at once
Since 2016, SC2EGSet has gone through 55 “replaypacks” with a total of 17,930 files that show how big StarCraft II events have been going. It’s one of the few big sources of public StarCraft II data, so researchers in AI, ML, psychology, HCI (Human-Computer Interaction), and sports can use it to teach computers new things.
Esports are a place where many subjects can play.
The field of electronic sports, or e-sports, is very interesting to a wide range of people, from gamers to businesses and scholars. As the world of sports changes, e-sports is on the top edge of new technology and training methods. Stats are used to improve performance and training. Games, like standard sports science, produce a lot of data that can be used to come up with new ways to train and useful insights.
SC2EGSet and StarCraft II: E-sports at school
People don’t just play e-sports to win; they can also learn there. To learn more about e-sports, researchers use AI and ML. Reinforcement Learning (RL) bots compete against real people to show off their skills. A study in psychology called “neuroplasticity” says that e-sports might be able to change the way the brain is built. Also, studies have shown that many types of computer games are good for your brain.
SC2EGSet and StarCraft II: The most well-known e-sport is StarCraft II.
It’s good that SC2EGSet is all about StarCraft II. E-sports game StarCraft II has been around for a long time and is very famous. It has a mode for competitive play called 1v1 fighting in a real-time strategy (RTS) game. There are a lot of different cases to look at because the dataset has a lot of different games, from 1v1 to team fights.
As a leader in the world of e-sports, SC2EGSet meets the need for high-quality data that has already been processed for use in study and real life. E-sports are greats for getting data because they are played online. A big part of SC2EGSet’s work is making studies better and easier to repeat in AI, ML, and related areas.
In the world of e-sports, things change very quickly. SC2EGSet brings us a new era of study, learning, and creativity. Science and games are beginning to mix, and StarCraft II is the first game to do this. You can now start the games and the data with SLOTBANGJAGO!