Search for (Python)Project that compares Reinforcement Learning vs. DeepRL
There is Reinforcementlearning without any Neural Network (like Q-Learning) and there is Deep-Reinforcementlearning (like Deep Q-Learning).
Is there already a Project which provides a comparison between two approaches on the same problem? Maybe a small Python project or a blogpost I'm not aware off...
I only find master thesis on this topic but without any code, see:
https://www.kth.se/social/files/58865ec8f27654607fb6e9a4/PFinnman_MWinberg_dkand16.pdf?fbclid=IwAR0PDJHx6e04xtamDG7IjHWIZAcdP2Qg_xsgJO0G0_kHWPVgVFS99eePP7g
deep-learning reinforcement-learning
asked Jan 19 at 15:48
Boun7yhun7erBoun7yhun7er
11
add a comment |
There is Reinforcementlearning without any Neural Network (like Q-Learning) and there is Deep-Reinforcementlearning (like Deep Q-Learning).
Is there already a Project which provides a comparison between two approaches on the same problem? Maybe a small Python project or a blogpost I'm not aware off...
I only find master thesis on this topic but without any code, see:
https://www.kth.se/social/files/58865ec8f27654607fb6e9a4/PFinnman_MWinberg_dkand16.pdf?fbclid=IwAR0PDJHx6e04xtamDG7IjHWIZAcdP2Qg_xsgJO0G0_kHWPVgVFS99eePP7g
deep-learning reinforcement-learning
asked Jan 19 at 15:48
Boun7yhun7erBoun7yhun7er
11
add a comment |
There is Reinforcementlearning without any Neural Network (like Q-Learning) and there is Deep-Reinforcementlearning (like Deep Q-Learning).
Is there already a Project which provides a comparison between two approaches on the same problem? Maybe a small Python project or a blogpost I'm not aware off...
I only find master thesis on this topic but without any code, see:
https://www.kth.se/social/files/58865ec8f27654607fb6e9a4/PFinnman_MWinberg_dkand16.pdf?fbclid=IwAR0PDJHx6e04xtamDG7IjHWIZAcdP2Qg_xsgJO0G0_kHWPVgVFS99eePP7g
deep-learning reinforcement-learning
asked Jan 19 at 15:48
Boun7yhun7erBoun7yhun7er
11
There is Reinforcementlearning without any Neural Network (like Q-Learning) and there is Deep-Reinforcementlearning (like Deep Q-Learning).
Is there already a Project which provides a comparison between two approaches on the same problem? Maybe a small Python project or a blogpost I'm not aware off...
I only find master thesis on this topic but without any code, see:
https://www.kth.se/social/files/58865ec8f27654607fb6e9a4/PFinnman_MWinberg_dkand16.pdf?fbclid=IwAR0PDJHx6e04xtamDG7IjHWIZAcdP2Qg_xsgJO0G0_kHWPVgVFS99eePP7g
deep-learning reinforcement-learning
deep-learning reinforcement-learning
asked Jan 19 at 15:48
Boun7yhun7erBoun7yhun7er
11
asked Jan 19 at 15:48
Boun7yhun7erBoun7yhun7er
11
asked Jan 19 at 15:48
Boun7yhun7erBoun7yhun7er
11
asked Jan 19 at 15:48
Boun7yhun7erBoun7yhun7er
11
asked Jan 19 at 15:48
Boun7yhun7erBoun7yhun7er
11
11
add a comment |
add a comment |
1 Answer
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You may have heard about Sutton-Barto book on reinforcement-learning-an-introduction. In this book, you will find a lot of examples, on Q learning using table as well as with neural-network.
There are also comparison between many other algorithm like SARSA, TD, Q, value-function etc. In that link, you will find code repository which have solution of almost all problem from the book.
Feel free to ask question.
answered Jan 19 at 20:39
Ankish BansalAnkish Bansal
845414
add a comment |
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1 Answer
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active
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1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
You may have heard about Sutton-Barto book on reinforcement-learning-an-introduction. In this book, you will find a lot of examples, on Q learning using table as well as with neural-network.
There are also comparison between many other algorithm like SARSA, TD, Q, value-function etc. In that link, you will find code repository which have solution of almost all problem from the book.
Feel free to ask question.
answered Jan 19 at 20:39
Ankish BansalAnkish Bansal
845414
add a comment |
You may have heard about Sutton-Barto book on reinforcement-learning-an-introduction. In this book, you will find a lot of examples, on Q learning using table as well as with neural-network.
There are also comparison between many other algorithm like SARSA, TD, Q, value-function etc. In that link, you will find code repository which have solution of almost all problem from the book.
Feel free to ask question.
answered Jan 19 at 20:39
Ankish BansalAnkish Bansal
845414
add a comment |
You may have heard about Sutton-Barto book on reinforcement-learning-an-introduction. In this book, you will find a lot of examples, on Q learning using table as well as with neural-network.
There are also comparison between many other algorithm like SARSA, TD, Q, value-function etc. In that link, you will find code repository which have solution of almost all problem from the book.
Feel free to ask question.
answered Jan 19 at 20:39
Ankish BansalAnkish Bansal
845414
You may have heard about Sutton-Barto book on reinforcement-learning-an-introduction. In this book, you will find a lot of examples, on Q learning using table as well as with neural-network.
There are also comparison between many other algorithm like SARSA, TD, Q, value-function etc. In that link, you will find code repository which have solution of almost all problem from the book.
Feel free to ask question.
answered Jan 19 at 20:39
Ankish BansalAnkish Bansal
845414
answered Jan 19 at 20:39
Ankish BansalAnkish Bansal
845414
answered Jan 19 at 20:39
Ankish BansalAnkish Bansal
845414
answered Jan 19 at 20:39
Ankish BansalAnkish Bansal
845414
845414
add a comment |
add a comment |
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