TD3 | Author 's PyTorch implementation of TD3 for OpenAI gym tasks | Reinforcement Learning library
kandi X-RAY | TD3 Summary
kandi X-RAY | TD3 Summary
Author's PyTorch implementation of TD3 for OpenAI gym tasks
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Top functions reviewed by kandi - BETA
- Train the model
- Sample from the model
- Compute the Q1 operator
- Evaluate a policy
- Sample from the state machine
- Add new state
TD3 Key Features
TD3 Examples and Code Snippets
Community Discussions
Trending Discussions on TD3
QUESTION
I'm trying to accomplish trade direction (Long/Short/Both) in study mode, just like LucF and PineCoders did here.
Issues:- When I select "Longs Only", I expect it to show only long trades, but it doesn't due to the missing the part which finds the range of the candles in the long trade. If you check the link I gave above (Backtesting & Trading Engine [PineCoders]), LucF uses InLong, InShort, InTrade variables. The problem is that his code is older and too overengineered for me and I don't get the idea on how to recreate it.
I said overengineered, because his code includes pyramiding, slippage and other stuff that are now built-in TradingView, probably because back in 2019, PineScript didn't have such features.
The actual idea behind that indicator is to plot alerts and another script which backtests it using that indicator as a source.
- The bar coloring part is not working and it is currently commented, so the code can compile. The problem is the same as above's description. I need to know whether I'm in a long trade direction or short or not in a trade at all. I don't know how to accomplish that part.
ANSWER
Answered 2021-May-31 at 16:13This will get you started. We:
- Follow the states of shorts/longs, which makes it possible to plot stop and entry levels only when we are in a trade.
- Made the
doLongs/doShorts
inputs part of the entry conditions. - Added the breach of stops to the exit conditions.
Note that this logic does not replicate that of the Engine, as here you are entering on closes, whereas the Engine is entering on the next bar following the detection of the entry/exit conditions, which is more realistic. You can also adapt your code to proceed that way:
QUESTION
Is there a possibility to toggleText() for each element of the array separately?
Right now, when clicked, the values are changed for every single element at the same time and I'd like to go over them one by one as they're clicked.
...ANSWER
Answered 2021-May-28 at 11:12You have jQuery - use its power
It is not recommended to loop to add eventListeners in JavaScript, jQuery or not.
QUESTION
I get ValueError: xxx not found in gym registry, you maybe meant
when trying to register a custom environment in stable baselines 3. I tried the following commands:
ANSWER
Answered 2021-May-21 at 00:53This problem can be resolved with --gym-packages gym_basic
QUESTION
If you add a book you see the item added to the table with an awesome font fa-remove X. On hover I increase the size of icon but it slightly moves the text in the other td's. Is there a way to prevent this?
UPDATE: I found that if we wrap the link in a p tag and apply width:0 and margin-bottom:0 it will work but this seems like a hack. Is there a better way?
...ANSWER
Answered 2021-Apr-24 at 17:20Setting width constraints solves it.
Simple case:
QUESTION
Anyway to do a LEFT JOIN for sql when one of the data record is empty (or non exist). If it is non exist, return a dummy data like 0, possible?
This is the query for the LEFT JOIN, result is empty.
...ANSWER
Answered 2021-Apr-19 at 12:48If I understand correctly, you are trying to pivot the values. For that, I think conditional aggregation is simpler:
QUESTION
Is possible to remove duplicate values on html while updating in my firebase?
Js codes:
...ANSWER
Answered 2021-Apr-04 at 21:56You can try this:
QUESTION
I have a large dataframe df with 41 columns of data. The first 40 columns have all similar variable names TD1, TD2, TD3 .... TD40 that contain characters. The last column is Catflag whose value is dependent on the codes contained within the other 40 columns of data.
Here is a small subset of the dataframe.
TD1 TD2 TD3 ...... TD40 Catflag 1345 4673 3908 2348 Stroke 4721 9854 5732 O763 Diabetes 5739 6894 3957 5864 Cardiac 967D 6046 1345 4T67 Stroke ...........
What I would like to do is for R to look through each row and if finds either codes (5984, 6046, 3331) anywhere in the 40 columns of data (T1-T40) it will change/replace the value in Catflag for that row to "Surgery". If it doesn't find either of the 3 values then the Catflag value for that row remains unchanged. Therefore in the dataframe above only the 4th row would change from "Stroke" to "Surgery"
I used the following R code to do the job
rowwise()%>% df$Catflag[any(c_across(starts_with("TD")) %in% c("5984", "6046", "3331"))] <- "Surgery"
It didn't work and got "invalid (NULL) left side of assignment" error message. Tried slight changes and variations to the command to no avail.
The above command works on multiple conditions such as this example: df$Catflag[(df$TD1 == "3331") & (df$TD4 == "7856")] <- "Emergency"
Just dont know how to make it work for applying the same condition over 40 columns???
Any suggestions would be appreciated. Thanks
...ANSWER
Answered 2021-Jan-17 at 03:57You can try with lapply
like below :
QUESTION
I need some help because I am a little stuck and I'm not sure what I am doing wrong.
I created a table with buttons in each row. I want to give each buttons a unique id. The id will be a JSONObject that I got from calling an API. Here is my code so far:
...ANSWER
Answered 2020-Dec-12 at 16:50Move the event listener for btn
inside the for loop
, and instead of using var
in the for loop
, using let
like this:
QUESTION
So I started with importing 4 different arrays with equal amounts of data.
Then I made a class, thinking the class can help me make the objects, with that imported data.
So my thinking was if I loop through that class, it can make an object that contains the data of all 4 arrays by its index, and then push that object into an array.
I was hoping my ending results for objectArray would look like...
...ANSWER
Answered 2020-Sep-19 at 11:31Why not just simply:
QUESTION
So I am trying to achieve a dictionary result like:
{'foo': ({'key': 'value'}, {'key': 'value1'})}
So far I am only able achieve this result with this code:
...ANSWER
Answered 2020-Sep-19 at 07:27You can use a collections.defaultdict to collect the rows in lists, grouped by the category name.
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Install TD3
You can use TD3 like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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