Different algorithms categorized in reinforcement learning
$begingroup$
(Originally asked at cross validated forum: https://stats.stackexchange.com/questions/401615/different-algorithms-categorized-in-reinforcement-learning)
For some time I am going through reinforcement learning, and have found a lot of diverse information specially in area of Policies (algorithms).
I figured out that policies can be classified in On Vs Off, Model based vs Model Free, Also, these are kind of Q, DQN, SARSA etc.
I am looking for a categorized table where these are all well categorized . There is a good table given in wikipedia, but I think it is incomplete (Wikipedia page url - Reinforcement learning ), as it does not list Model based algorithms and it does not list examples where one kind of algorithm is a best fit.
Can someone help getting a bird's eye view of all, current known, reinforcement policies/algorithms, categorized in tabular format, and where to apply which one (and where not).
reinforcement-learning q-learning
asked 9 hours ago
Sandeep BSandeep B
1067
$endgroup$
add a comment |
$begingroup$
(Originally asked at cross validated forum: https://stats.stackexchange.com/questions/401615/different-algorithms-categorized-in-reinforcement-learning)
For some time I am going through reinforcement learning, and have found a lot of diverse information specially in area of Policies (algorithms).
I figured out that policies can be classified in On Vs Off, Model based vs Model Free, Also, these are kind of Q, DQN, SARSA etc.
I am looking for a categorized table where these are all well categorized . There is a good table given in wikipedia, but I think it is incomplete (Wikipedia page url - Reinforcement learning ), as it does not list Model based algorithms and it does not list examples where one kind of algorithm is a best fit.
Can someone help getting a bird's eye view of all, current known, reinforcement policies/algorithms, categorized in tabular format, and where to apply which one (and where not).
reinforcement-learning q-learning
asked 9 hours ago
Sandeep BSandeep B
1067
$endgroup$
add a comment |
$begingroup$
(Originally asked at cross validated forum: https://stats.stackexchange.com/questions/401615/different-algorithms-categorized-in-reinforcement-learning)
For some time I am going through reinforcement learning, and have found a lot of diverse information specially in area of Policies (algorithms).
I figured out that policies can be classified in On Vs Off, Model based vs Model Free, Also, these are kind of Q, DQN, SARSA etc.
I am looking for a categorized table where these are all well categorized . There is a good table given in wikipedia, but I think it is incomplete (Wikipedia page url - Reinforcement learning ), as it does not list Model based algorithms and it does not list examples where one kind of algorithm is a best fit.
Can someone help getting a bird's eye view of all, current known, reinforcement policies/algorithms, categorized in tabular format, and where to apply which one (and where not).
reinforcement-learning q-learning
asked 9 hours ago
Sandeep BSandeep B
1067
$endgroup$
(Originally asked at cross validated forum: https://stats.stackexchange.com/questions/401615/different-algorithms-categorized-in-reinforcement-learning)
For some time I am going through reinforcement learning, and have found a lot of diverse information specially in area of Policies (algorithms).
I figured out that policies can be classified in On Vs Off, Model based vs Model Free, Also, these are kind of Q, DQN, SARSA etc.
I am looking for a categorized table where these are all well categorized . There is a good table given in wikipedia, but I think it is incomplete (Wikipedia page url - Reinforcement learning ), as it does not list Model based algorithms and it does not list examples where one kind of algorithm is a best fit.
Can someone help getting a bird's eye view of all, current known, reinforcement policies/algorithms, categorized in tabular format, and where to apply which one (and where not).
reinforcement-learning q-learning
reinforcement-learning q-learning
asked 9 hours ago
Sandeep BSandeep B
1067
asked 9 hours ago
Sandeep BSandeep B
1067
asked 9 hours ago
Sandeep BSandeep B
1067
asked 9 hours ago
Sandeep BSandeep B
1067
asked 9 hours ago
Sandeep BSandeep B
1067
1067
add a comment |
add a comment |
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