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What kind of Reinforcement Learning algorithm is used in this simulations?

조회 수: 4 (최근 30일)
Alessandro Binci
Alessandro Binci 2023년 11월 30일
댓글: Alessandro Binci 2023년 12월 4일
Hello everyone, I have a question about Reinforcement Learning. I need to know which type of algorithms are used in this trainings:
3- https://it.mathworks.com/help/reinforcement-learning/ug/automatic-parking-valet-with-mpc-and-unreal-engine.html
I can explain better what I mean. For which type of algorithm I mean, for example: Q-Learning, Deep Q-Learning, Sarsa, ecc...
Can someone help me please??
Thanks to all.

답변 (1개)

Arkadiy Turevskiy
Arkadiy Turevskiy 2023년 11월 30일
Hi,
I am not sure what part of Onramp you are asking about, because your link does not point to a specific module. Onramp discussed different types of agents.
For the second link, the algorithm is soft actor critic, please see doc.
For the third link, the algorithm is TD3, please see doc.
Hope this helps.
Arkadiy
  댓글 수: 5
Emmanouil Tzorakoleftherakis
Emmanouil Tzorakoleftherakis 2023년 12월 4일
To add to the answer above, the simulator in #2 and #3 is Simulink. Simulink can connect with Unreal Engine and also has native 3d modeling/visualization through the Simscape Multibody product.
See here for examples of RL environments and how to create them.

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