Week 37 Report

Week 37 Report

Main Content:  Unit interactions based on ML

▶ Overall

 :: Unity machine learning ML-Agent

 :: Per Unit Machine Learning

▶ Unity Machine Learning ML-AGENT

 

 

● Agent, Unit, Brain

 - A brain controls the actions of the Agent, and the agents are individual units. 

 - Brain Type

  > External

 A python external program hosts the model, and the brain assigns scores based on the damage dealt, time took to kill a unit, health remaining, etc to optimize attack patterns.

  > Internal

 Internal input  type

  > Player

     Player input

  > Heuristic

 Hardcoded actions that have no relation with ML but still functions. 

 Internal and Player types will be used in the ML. 

● Academy

 - The academy will overlook the ML model and give specific instructions/affect the training mechanism.