pat1952 / orbit

Open source collection of Reinforcement Learning Environments.

Orbit is a open-source project and a collection of reinforcement learning environments.

Environment 1: Paddle

In this environment the paddle needs to hit the ball.

Episode ends after each 1000 frames or when ball touchs the ground.

Action space (3)

0 - Move paddle to left.

1 - Do nothing.

2 - Move paddle to right.

State space (5)

• X position of paddle.
• X and Y position of ball.
• X and Y velocity of ball.

Reward Function

• +3 when paddle hit the ball.
• -3 when ball touchs the ground.
• -0.1 when paddle moves.