Learning to play Super Mario Bros with AI

Uses gym-super-mario-bros for emulating the game.

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Current Implemented Methods

• Heuristic Based
• Evolutionary Learning
• Neuroevolution
• NEAT

TODO

• Immitation Learning
• REINFORCE
• Reinforcement Learning (DQN, DDQN, etc)
• MuZero

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Notable RAM Addresses

Addr	Description
0x071A	Current Screen
0x071C	Screen offset
0x0500-0x069F	Tilemap (32 x 13 circular buffer)
0x04AC-0x04AF	Player hitbox (x1, y1, x2, y2)
0x04B0-0x04C3	Enemy hitboxes (x1, y1, x2, y2) x5
0x000F-0x0013	Enemy loaded (0=No, 1=Yes) x5