Super Mario
A classic platform game series developed by Nintendo, commonly used as a benchmark environment in AI and reinforcement learning research.
Timeline (last 90 days)
In games like Super Mario, the agent often receives sparse rewards only upon clearing a level or dying, and intermediate steps lack clear correct-action labels, making the loss function difficult to define.
Some evolved strategies exploit subtle flaws in the game physics engine to achieve ultra-long jumps or fast level clears.
The project trains AI in a 3D Super Mario environment, with fitness determined by level progress and score.
The demo video provided by the project shows that the AI can perform operations such as continuous jumping, avoiding enemies and precise landing, with smoothness approaching or even exceeding that of ordinary human players.
All Facts (4)
In games like Super Mario, the agent often receives sparse rewards only upon clearing a level or dying, and intermediate steps lack clear correct-action labels, making the loss function difficult to define.
50%UnverifiedThe project trains AI in a 3D Super Mario environment, with fitness determined by level progress and score.
50%UnverifiedThe demo video provided by the project shows that the AI can perform operations such as continuous jumping, avoiding enemies and precise landing, with smoothness approaching or even exceeding that of ordinary human players.
50%UnverifiedSome evolved strategies exploit subtle flaws in the game physics engine to achieve ultra-long jumps or fast level clears.
50%