TD3 | Author 's PyTorch implementation of TD3 for OpenAI gym tasks | Reinforcement Learning library

 by   sfujim Python Version: Current License: MIT

kandi X-RAY | TD3 Summary

kandi X-RAY | TD3 Summary

TD3 is a Python library typically used in Artificial Intelligence, Reinforcement Learning, Deep Learning, Pytorch applications. TD3 has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. However TD3 build file is not available. You can download it from GitHub.

Author's PyTorch implementation of TD3 for OpenAI gym tasks
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            kandi-support Support

              TD3 has a medium active ecosystem.
              It has 1355 star(s) with 390 fork(s). There are 19 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 2 open issues and 36 have been closed. On average issues are closed in 33 days. There are 2 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of TD3 is current.

            kandi-Quality Quality

              TD3 has 0 bugs and 9 code smells.

            kandi-Security Security

              TD3 has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              TD3 code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              TD3 is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              TD3 releases are not available. You will need to build from source code and install.
              TD3 has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              TD3 saves you 154 person hours of effort in developing the same functionality from scratch.
              It has 384 lines of code, 32 functions and 5 files.
              It has low code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed TD3 and discovered the below as its top functions. This is intended to give you an instant insight into TD3 implemented functionality, and help decide if they suit your requirements.
            • Train the model
            • Sample from the model
            • Compute the Q1 operator
            • Evaluate a policy
            • Sample from the state machine
            • Add new state
            Get all kandi verified functions for this library.

            TD3 Key Features

            No Key Features are available at this moment for TD3.

            TD3 Examples and Code Snippets

            No Code Snippets are available at this moment for TD3.

            Community Discussions

            QUESTION

            Managing longs and short orders like LucF PineCoders Backtesting-Trading Engine
            Asked 2021-May-31 at 16:13

            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 16:13

            This 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:

            Source https://stackoverflow.com/questions/67738873

            QUESTION

            Assign .on('click') in a for loop to each array element individually
            Asked 2021-May-28 at 11:12

            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 11:12

            You have jQuery - use its power

            It is not recommended to loop to add eventListeners in JavaScript, jQuery or not.

            Source https://stackoverflow.com/questions/67734671

            QUESTION

            What is missing in OpenAI Gym registration?
            Asked 2021-May-21 at 00:53

            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 00:53

            This problem can be resolved with --gym-packages gym_basic

            Source https://stackoverflow.com/questions/67628686

            QUESTION

            prevent movement of td's on hover
            Asked 2021-Apr-24 at 17:21

            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 17:20

            Setting width constraints solves it.

            Simple case:

            Source https://stackoverflow.com/questions/67245402

            QUESTION

            SQL LEFT JOIN same Table with non-exist record?
            Asked 2021-Apr-19 at 12:48

            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 12:48

            If I understand correctly, you are trying to pivot the values. For that, I think conditional aggregation is simpler:

            Source https://stackoverflow.com/questions/67159186

            QUESTION

            how to remove duplicating values in rows
            Asked 2021-Apr-04 at 21:56

            Is possible to remove duplicate values on html while updating in my firebase?

            Js codes:

            ...

            ANSWER

            Answered 2021-Apr-04 at 21:56

            QUESTION

            R - replace values conditionally when column names are similar
            Asked 2021-Jan-17 at 03:57

            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 03:57

            You can try with lapply like below :

            Source https://stackoverflow.com/questions/65757044

            QUESTION

            How to give unique id to buttons in javascript
            Asked 2020-Dec-12 at 16:50

            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 16:50

            Move the event listener for btn inside the for loop, and instead of using var in the for loop, using let like this:

            Source https://stackoverflow.com/questions/65267266

            QUESTION

            Javascript. How do you make a loop that creates objects, then those objects being pushed into an array?
            Asked 2020-Sep-19 at 14:29

            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 11:31

            QUESTION

            Python Re-Arranging Dictionary for Repetitive Category Names from SQL Query to a Single Category Name as Key
            Asked 2020-Sep-19 at 07:27

            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 07:27

            You can use a collections.defaultdict to collect the rows in lists, grouped by the category name.

            Source https://stackoverflow.com/questions/63964385

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install TD3

            You can download it from GitHub.
            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.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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