Railway operations management

Example observations Train speed
Planned schedules
Accumulated delays
Train stations, waiting areas, tracks, and switches status
Weather
Energy consumption
Signaling states
Priority levels assigned to specific train
Date and time 
Example actions Recommend to adjust train’s speed
Recommend alternative route
Modify stop times at station
Reorder train priorities
Example reward The objective is to minimize delays while maximizing energy efficiency