Small thread-
1/ No other sport uses ML for simulations like F1.
🔹100s of simulations
🔹4000 instances of cloud
Background model with -
🔹Weather
🔹Tyres
🔹Fuel
🔹Other car arrangements
🔹Pit stops
🔹Crashes
🔹Multiple lap time
1/ No other sport uses ML for simulations like F1.
🔹100s of simulations
🔹4000 instances of cloud
Background model with -
🔹Weather
🔹Tyres
🔹Fuel
🔹Other car arrangements
🔹Pit stops
🔹Crashes
🔹Multiple lap time
2/
Too many permutations and combinations with the given parameters.
They use Game theory n Machine learning to continuously make their model adapt to situations.
Simulations are used to understand how the race is going to unfold.
It helps answer specific questions -
Too many permutations and combinations with the given parameters.
They use Game theory n Machine learning to continuously make their model adapt to situations.
Simulations are used to understand how the race is going to unfold.
It helps answer specific questions -
3/
🔹How much fuel is needed?
🔹Which tyres to begin?
🔹When to change?
🔹Best time for overtaking
🔹Tyre + Weather + overtaking combinations
All the parameters are updated real-time during race to make decisions.
🔹How much fuel is needed?
🔹Which tyres to begin?
🔹When to change?
🔹Best time for overtaking
🔹Tyre + Weather + overtaking combinations
All the parameters are updated real-time during race to make decisions.
4/
Which other sport is using simulations like this? Football? Basketball?
#machinelearning
#gametheory
#F1
Which other sport is using simulations like this? Football? Basketball?
#machinelearning
#gametheory
#F1
