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Rajesh Siraskar


Last seen: 15日 前

Coventry University

12 2019 年以降の合計貢献数

- M.Tech. (Automotive Electronics)
- Coventry University
- Work as a Data Scientist at KPIT/Birlasoft
- Machine Learning using Python and MATLAB

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  • GitHub Submissions Level 1
  • Thankful Level 1

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Reinforcement Learning for Control of Non-Linear Valves
Apply DDPG for "optimal" control of non-linear valves. Can be adapted for other simulated plants.

15日 前 | ダウンロード 12 件 |

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How do I save Episode Manager training data for *plotting* later
Thank you Asvin and Emmanouil. I didnt realize that I could store trainingStats and I can do anything with the data later. Awes...

約2ヶ月 前 | 0

| 採用済み

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How do I save Episode Manager training data for *plotting* later
Hi, Lets say I am using two algorithms to train for a task (DDPG and PPO). How do I save the data to plot a comparion later? T...

約2ヶ月 前 | 2 件の回答 | 0

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Linear Analyzer: PID + Valve with delay
Hello, I am using the Linear Analyzer to analyze a simple PID + valve system and am facing the following issue. The plant is a ...

約1年 前 | 1 件の回答 | 0

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How do I count the number of times zero is being crossed by a signal?
Hi, I am trying to build a control system and I want to count the oscillations in a time-span of say 100 seconds. Can I count ...

約1年 前 | 1 件の回答 | 0

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DDPG Agent: Not stabilizing creating an unstable model
Based on several rounds of training, my personal observation is that RL will converge initially to an optimal expected value. A...

約1年 前 | 0

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DDPG Agent: Not stabilizing creating an unstable model
Dear MATLAB, Am training a DDPG agent on randomly set straight lines (levels) and later testing on a benchmark waveform. Should...

約1年 前 | 1 件の回答 | 0

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How to TRAIN further a previously trained agent?
Hi Sourav, I figured it out after reading the documentation moer carefully! I need to also set the ResetExperienceBufferBeforeT...

約1年 前 | 4

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How to TRAIN further a previously trained agent?
Hi, My agent was programmed to stop after reaching an average reward of X. How do I load and extend the training further? I di...

約1年 前 | 3 件の回答 | 2

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DDPG Control - for non-linear plant control - Q0 does not converge even after 5,000 episodes
Dear Matlab, Firstly, I must say being RL into the MATLAB platform and have the capability to integrate to Simulink is just so ...

約1年 前 | 1 件の回答 | 1

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Are SimScape models idealistic or realistic?
Hello, Do valves components in Simscape Fluids exhibit non-linearity just like real valves? I want to model a realistic system...

1年以上 前 | 1 件の回答 | 0

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Simscape Fluids Valve models: Do they exhibit non-linearity too?
Hello, Simscape Fluids VALVE models: Non-linearity I want to model a realistic system and therefore want to view effects of a...

1年以上 前 | 0 件の回答 | 0

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