Water Simulations

Below is a summary of the implemented simulations in morl4water, showing key configuration properties such as duration, objective count, and state/action dimensions. Please note, morl4water assumes observation space and action space to be continous and normalizes the values based on the provided maximum value for each component.

Simulation	Timesteps & Size	# Objectives	Obs. Space Dim	Action Space Dim
Nile	240 steps (monthly)	4	5	4
Susquehanna	2190 steps (4-hourly)	6	2	4
Omo	144 steps (monthly)	3	4	3

They all differ in their structure, river elements, observation space, action space and objectives. Below you should be able to find detailed descriptions of these simulations. The code structure for the implemented simulations:

morl4water
├── core    
├── examples
│   ├── data
│   │   ├── nile_river
│   │   │   ├── catchments
│   │   │   ├── irrigation
│   │   │   └── reservoirs
│   │   ├── omo_river
│   │   │   ├── catchments
│   │   │   ├── irrigation
│   │   │   └── reservoirs
│   │   └── susquehanna_river
│   │       ├── demands
│   │       ├── inflows
│   │       └── reservoirs
│   ├── nile_river_simulation.py
│   ├── omo_river_simulation.py
│   └── susquehanna_river_simulation.py

Implemented Simulations

• Nile
• Susquehanna
• Omo