This pull request includes changes to the rl_gym_environments.py and variable_speed_environment.py files. The changes aim to improve the understandability of the code for reinforcement learning models.
Summary
Added a comment explaining the purpose and functionality of the SUMOEnv class in rl_gym_environments.py.
Added a comment explaining the significance of vehicle time sum and emissions metrics in the step function of rl_gym_environments.py.
Added a comment explaining the importance of aggregating metrics over a defined time period in the step function of rl_gym_environments.py.
Added a comment explaining the significance of choosing the maximum occupancy from sensors before the merge area in the step function of rl_gym_environments.py.
Added a comment explaining the significance of averaging the speed of vehicles from sensors after the merge area in the variable_speed_environment.py file.
Added a comment explaining the importance of continuing the simulation until all vehicles have exited the network in the variable_speed_environment.py file.
Added a comment explaining the significance of collecting the maximum occupancy from sensors before the merge area in the variable_speed_environment.py file.
Fixes #4.
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Description
This pull request includes changes to the
rl_gym_environments.py
andvariable_speed_environment.py
files. The changes aim to improve the understandability of the code for reinforcement learning models.Summary
SUMOEnv
class inrl_gym_environments.py
.step
function ofrl_gym_environments.py
.step
function ofrl_gym_environments.py
.step
function ofrl_gym_environments.py
.variable_speed_environment.py
file.variable_speed_environment.py
file.variable_speed_environment.py
file.Fixes #4.
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