![]() ![]() ![]() Top racers each year receive an expenses-paid trip to compete in the AWS DeepRacer Championship Cup at re:Invent. It's free to get started with 10 hours of training on AWS. Using their prebuilt model, you'll be able to focus on designing a reward function and tuning hyperparameters. AWS DeepRacer (2018-)ĪWS DeepRacer is a 3D racing simulator designed to help developers get started with reinforcement learning. Kaggle is a great place to start if you're new to AI game competitions since they provide tutorials and free GPUs for training. Players submit agents that compete on a live leaderboard, and prizes include Kaggle merchandise and ranking points for your Kaggle profile. But they're also home to a range of simulation playgrounds such as ConnectX, Hungry Geese, and the resource management game, Halite by Two Sigma. They're the most popular platform for hosting data science competitions. Re-arranged the list based on which competitions are currently active. June 2022 update: Updated for mid-2022! Updated competition details for Battlecode, Russian AI Cup, Coder One, Lux AI Challenge, and IEEE CoGs. Note: If you're interested in competitions that are geared towards reinforcement learning, check out List of Active Reinforcement Learning Competitions. To help you find the right one, I've compiled a list of ongoing and upcoming AI game competitions to check out below. The competitions vary widely in their difficulty, prizes, languages available, and feasible strategies. They can be a great place to practice programming, algorithms, and AI/ML. Instead, you get a game or simulation and your job is to program an agent that can compete in it (sometimes head-to-head against other players' agents). In an AI game competition, you aren't given a data set. ![]() AI game competitions are also known as AI programming competitions or bot programming competitions. They're different from your average data science competition. ![]()
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