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2D Walker

This is a gym environment for a simple 2d humanoid used for training 2 dimensional walking. The environment is implemented using OpenAI Gym and pygame.

Humanoid Model

The humanoid has 8 joints, 1 for each foot, 1 for each knee, 1 for each hip, 1 for each arm.

Environment description

The environment was developed to take discrete actions with 3 possible values: increase, decrease, or do nothing. The actions are applied to the joints of the humanoid. The humanoid is then moved forward by a fixed amount. The environment is considered solved when the humanoid can reach a set distance.

Trained Example

1M steps

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