Deliverables

1. Center the beam

1.1. setup controls for the Enviorment

1.2. deploy algorithm as Agent

1.3. get new state from E and pass to A with a Reward

1.4. finally provide an action from A to E

1.5. repeat the process

2. collect data

2.1. circle

2.2. elliptical

2.3. triangle

2.4. coma

2.5. overfocus

2.6. underfocus

2.7. occlusion

2.8. haze

3. Classify Beamshape

3.1. pre-process images

3.2. train images

3.3. test the images

3.4. produce a log file with test results