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fixed missed white trail
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tohsin committed Jun 21, 2023
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Showing 1 changed file with 3 additions and 3 deletions.
6 changes: 3 additions & 3 deletions docs/tutorials/dataset_creation/point_maze_dataset.py
Original file line number Diff line number Diff line change
Expand Up @@ -169,7 +169,7 @@ def _check_valid_cell(self, cell):
# PID combines three components Proportial Term(P), Integral Term(I) and Derivative Term (D)
# 1. Proportial Term(P)
# ~~~~~~~~~~~~~~~~~~~
# The proportional term in a PID controller adjusts the control action based on the current error, which
# The proportional term in a PID controller adjusts the control action based on the current error, which
# is the difference between the desired value (setpoint) and the current value of the process variable.
# The control action is directly proportional to the error. A higher error results in a stronger control action.
# However, the proportional term alone can lead to overshooting or instability. Note ``\tau`` is our control value.
Expand All @@ -182,7 +182,7 @@ def _check_valid_cell(self, cell):
# ~~~~~~~~~~~~~~~~~~~
# The derivative term in a PD controller considers the rate of change of the error over time.
# It helps to predict the future behavior of the error. By dampening the control action based
# on the rate of change of the error, the derivative term contributes to system stability and reduces overshooting.
# on the rate of change of the error, the derivative term contributes to system stability and reduces overshooting.
# It also helps the system respond quickly to changes in the error.
# references.
#
Expand Down Expand Up @@ -212,7 +212,7 @@ def _check_valid_cell(self, cell):
# \tau = k_{p}(Error) + k_{d}(d(Error) / dt) + k_{I}\(\int\) Error dt
#
# In the PID controller formula, Kp, Ki, and Kd are the respective gains for the proportional, integral, and derivative terms.
# These gains determine the influence of each term on the control action.
# These gains determine the influence of each term on the control action.
# The optimal values for these gains are typically determined through tuning, which involves adjusting
# the gains to achieve the desired control performance.
# Now back to our controller as stated previously, for the D4RL task we use a PD contoller and we
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