Questions tagged [control-theory]
For questions related to control theory and its relation to reinforcement learning and other artificial intelligence sub-fields.
4
questions with no upvoted or accepted answers
3
votes
0
answers
58
views
How to deal with approximate states when doing path planning?
If one is interested in implementing a path planning algorithm that is grid-based, one needs to consider the fact that your grid points will never represent the true state of the robot.
How is this ...
2
votes
0
answers
59
views
How do self-driving cars perform lane changes?
I am a bit stuck trying to understand how a lane change is performed from an operational point of view.
Let's assume a self-driving car uses an occupancy grid map for local planning, this map may even ...
1
vote
0
answers
105
views
Solving the dead time problem for control using reinforcement learning
There are several occasion that reinforcement learning can be used as a control mean.
The action is for example the set target temperature (which in many occasions change with time) and the state is ...
0
votes
0
answers
24
views
Seeking methods to incorporate arbitrary actuator faults for Control Optimization
I am working on a problem where a control method, backed by a Neural Network (NN), dictates the movement of a 1D actuator to influence a specific process. This actuator can move linearly within a set ...