Sprint #12 (July 20)

[pagand]

Fuel consumption prediction model:

• the prediction on Turn (change in heading) is off. Consider include both heading and turn in the model
• aim for r2 score of .99 (currently is around .98), double check on feature engineering
• Continue working on the paper draft

Optimization Model:

• Use trajectory transformer model as the starting point, be creative!
• Create python class for environment: includes x, y, next time, reward
• Create costume Gym environment. Look at this link for more information
• If you had time, for the render method, try simple visualization for the vessel moving using tools like tkinter

[yim-fan]

• [x] Use trajectory transformer model as the starting point, be creative!
• [x] Create python class for environment: includes x, y, next time, reward
• [x] Create costume Gym environment. Look at this link for more information
• [x] If you had time, for the render method, try simple visualization for the vessel moving Simple visualization with matplotlib

Comments

[pagand]

@yim-fan put the link of github for the gym

[yim-fan]

the link for gym env can be found here: Prepration/gym_env.ipynb