Environment TODO

[nigelnnk]

General

• Code cleanup. I did this in a hacky cpp way and some representations can be made more explicit like for acuities and resources and events.
• Check valid action can be spun off into another method
• Check for bugs for single resource multiple acuities
• Check for bugs for multiple resource single acuities
• Check for bugs for multiple resource multiple acuities

State

• State representation is not good enough. It needs to show which resources are free and the waiting time of patients. Currently it's only a proportional representation of acuities per resource
• Check for other representational issues

Action

• Check if action representation has enough variety to solve problem
• Remove asserts for invalid action and just penalise agent

Reward

• Keep track of cumulative reward
• Keep track of total waiting time

Other

• Get static representation of whole problem (ie. Patient arrival time, treatment order, treatment times) to use for offline analysis