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If the controller was capable of controlling the network for 50,000 steps in ten consecutive episodes, training was terminated early.
In order to add robustness to the design, a test is proposed and implemented in the tool that use an approximation of the multiplicative uncertainty in an "Internal Model Control" like framework to check if the controller found is robustly stable.
We also show that the estimator and controller cannot be designed independently even if the controller has full knowledge of the packet loss sequence and the control inputs to the plant.
A method for distribution comparison is required for a number of reasons, such as determining if the controller has failed (i.e. in failure avoidance problems, see "Failure avoidance control problem"), determining a system's velocity by comparing distributions at different time points, or determining how far away the system is from some other state.
"But if the controller is not on board then it's not worth having the conversation".
"If the controller thinks it's corrupt, he tells the mayor, he can announce it, he can call a press conference, he can say I found corruption, and if the mayor still wants it registered, the controller must register it".
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David Barrett, of Gemini Consulting in London, thinks that, eventually, a solution would be to replace human air-traffic controllers with computers.It would also help if the controllers and airlines would learn to collaborate with each other.
This paper addresses how to express controller failure tolerance by means of the design of a supervisor component that tracks continuously if the controllers are online and switch to a backup one a failure is detected.
Furthermore, these linecards can be inserted or removed online which implies that if all the controller components are on a single linecard, removing this card results in the termination of the whole controller.
If (alpha= 1), the controller will become typical feedback control issues, which only can realize an asymptotical anti-synchronization in an infinite time.
The drive-response system (9) will be synchronized in m dimension under Assumption 3 and the control matrix (L_{2}) if we design the controller as (23) and (25).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com