Procgen Hard (100M)

Procgen Hard (100M) is a high-difficulty procedural generation environment designed to evaluate and enhance the generalization capabilities of reinforcement learning algorithms by generating diverse and complex levels. This environment is based on Playing Games but significantly increases the complexity and challenge of the tasks to push algorithms to perform better in unseen scenarios. The primary goal of Procgen Hard (100M) is to test and optimize the adaptability and robustness of algorithms, thereby improving their reliability and efficiency in real-world applications. This environment has significant value in areas such as game development, robot navigation, and autonomous driving, accelerating the research and deployment of algorithms.