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import gradio
import kaboom
from kaboom.carMakers import runCarDesignProblem
def run_kaboom(reps, steps, comms):
#create a parameters object
#parameters (p.nAgents = 33, p.nTeams = 11, p.nDims = 56) are automatically set for this problem.
parameters = kaboom.params.Params()
parameters.reps = reps
parameters.pComm = comms
parameters.steps = steps
#run the simulation with the car designer objective
team = runCarDesignProblem(parameters)
#check the performance of the team
#invert score *-1 so that higher score = better performance
return team.getBestScore()*-1
gradio.Interface(
fn = run_kaboom,
inputs = [
gradio.Number(label="Number of teams", value=2),
gradio.Number(label="Steps", value=300),
gradio.Number(label="Probability of Communication", value=0.2),
], outputs = [gradio.Number(label="Performance")]
).launch(debug=True) |