Difference between revisions of "Reinforcement Learning"

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(Training algorithms)
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== Training algorithms ==
 
== Training algorithms ==
  
* [https://en.wikipedia.org/wiki/Advantage_Actor_Critic A2C] (also see slides on Actor Critic methods at [1])
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* [https://en.wikipedia.org/wiki/Advantage_Actor_Critic A2C]  
 
* [https://en.wikipedia.org/wiki/Proximal_policy_optimization PPO]
 
* [https://en.wikipedia.org/wiki/Proximal_policy_optimization PPO]
 
* [https://spinningup.openai.com/en/latest/algorithms/sac.html SAC]
 
* [https://spinningup.openai.com/en/latest/algorithms/sac.html SAC]
  
== References ==
 
  
* [1] [https://cs224r.stanford.edu/slides/cs224r-actor-critic-split.pdf Stanford CS224R]
 
  
 
== Resources ==
 
== Resources ==
  
 
* [https://mandi-zhao.gitbook.io/deeprl-notes Mandy Zhao's Reinforcement Learning Notes]
 
* [https://mandi-zhao.gitbook.io/deeprl-notes Mandy Zhao's Reinforcement Learning Notes]
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* [https://cs224r.stanford.edu/slides/cs224r-actor-critic-split.pdf Stanford CS224R Actor Critic Slides]
  
 
[[Category: Software]]
 
[[Category: Software]]

Revision as of 06:22, 16 May 2024