I need someone who has experience in the area of simulation, modelling, agent-based systems, artificial intelligence, machine learning and programming
1) Discuss and suggest available options (material and method, e.g. existing software, tool, method etc.) for the development of a new project.
2) Configure an existing tool or develop a method or tool for selected option in item (1)
A brief summary of the task to be discussed (development will be a separate project):
1) Creation of an artificial agent-based systems
2) Define physical parameters for the agents and its physical 2D environment.
3) Define general rules of how agents can move in a 2D environment and within the predefined boundaries.
4) Train (using machine learning) the agents using historical data to create each agent's profile (and calibrate its parameters)
5) Develop simulations to study how different combination of agents will potentially behave given their profiles (past behaviours)
6) Visualise the animations of the simulation
7) [read/write data being processed from/to a database]
Please contact me if you need more information!