sac | Soft Actor-Critic -

 by   haarnoja Python Version: Current License: Non-SPDX

kandi X-RAY | sac Summary

kandi X-RAY | sac Summary

sac is a Python library. sac has no vulnerabilities and it has high support. However sac has 10 bugs, it build file is not available and it has a Non-SPDX License. You can download it from GitHub.

Soft Actor-Critic
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            kandi-support Support

              sac has a highly active ecosystem.
              It has 791 star(s) with 215 fork(s). There are 30 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 10 open issues and 17 have been closed. On average issues are closed in 20 days. There are no pull requests.
              It has a positive sentiment in the developer community.
              The latest version of sac is current.

            kandi-Quality Quality

              OutlinedDot
              sac has 10 bugs (10 blocker, 0 critical, 0 major, 0 minor) and 60 code smells.

            kandi-Security Security

              sac has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              sac code analysis shows 0 unresolved vulnerabilities.
              There are 1 security hotspots that need review.

            kandi-License License

              sac has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              sac releases are not available. You will need to build from source code and install.
              sac has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions, examples and code snippets are available.
              sac saves you 2608 person hours of effort in developing the same functionality from scratch.
              It has 5663 lines of code, 322 functions and 60 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed sac and discovered the below as its top functions. This is intended to give you an instant insight into sac implemented functionality, and help decide if they suit your requirements.
            • Train the model
            • Evaluate the given epoch
            • Returns a fixed option policy based on the policy
            • Returns a list of rollouts
            • Run NNQ Function
            • Find the best skill to finetune
            • Load a low - level policy policy
            • Create the graph
            • Create a log - gaussian
            • Forward a single action
            • Forward transformation
            • Inverse of the inverse function
            • Add a path to the episode
            • Build the model
            • Create tensorflow graph
            • Launches the given variants
            • Returns the actions for the given observations
            • Return the list of variants for a domain
            • Record diagnostics
            • Compute the actions for the given observations
            • Calculate the actions and log_pis
            • Builds the graph
            • Context manager
            • Inverse of the inverse log - det Jacobian
            • Forward a single observation
            • Temporarily set the distribution
            Get all kandi verified functions for this library.

            sac Key Features

            No Key Features are available at this moment for sac.

            sac Examples and Code Snippets

            No Code Snippets are available at this moment for sac.

            Community Discussions

            QUESTION

            Rabbitmq: Consumers for SAC queues are not connected after node in a cluster is restarted
            Asked 2021-Jun-09 at 08:46

            Setup: 3 node cluster of rabbitmq nodes(via docker), behind ha-proxy.

            Version:

            • RabbitMQ: 3.8.11
            • Erlang: 23.2.3
            • Spring-amqp: 1.7.3

            Spring-boot(1.5.4) app with 3 queues.

            1. defined as "exclusive", durable, auto-delete is false
            2. defined as "SAC", durable, auto-delete is false
            3. classic, durable, auto-delete is false

            Policy:

            Scenario:

            1. When application starts at first, queues are registered correctly.
            2. I bring down any node at random, if it is master node, the mirroring is triggered and one of the mirrored node becomes master.All fine so far.
            3. When I bring that node up, it is when I start to get exceptions in the application logs:

            Logs:

            ...

            ANSWER

            Answered 2021-Mar-18 at 21:25

            Boot 1.5.x and Spring AMQP 1.7.x are end of life and no longer supported.

            That said, the following applies to 1.7.x too.

            This situation will occur if queue recovery takes longer then 15 seconds (by default).

            This is controlled by 2 container properties.

            Source https://stackoverflow.com/questions/66697495

            QUESTION

            Concatenate the term using substitute method via regex
            Asked 2021-Jun-08 at 21:39

            Summary of problem: I have written the generic regex to capture two groups from the sentence. Further I need to concatenate the 3rd term of 2nd group to the 1st group. I have used the word and in regex as partition to separate two groups of the sentence. For example:

            Input = 'Since, the genetic cells of SAC-1 and RbC-27 synthesis was not caused by WbC-2 of acnes in human face and animals skin.'

            Output = 'Since, the genetic cells of SAC-1 synthesis and RbC-27 synthesis was not caused by WbC-2 of acnes in human face skin and animals skin.'

            What Regex I have tried:

            ...

            ANSWER

            Answered 2021-Jun-08 at 05:37
            Split solution

            While this is not a regex solution, this certainly works:

            Source https://stackoverflow.com/questions/67881649

            QUESTION

            Regex string pattern insert operation
            Asked 2021-Jun-04 at 11:02

            Input String:

            The Proteinase-Activated Receptor-2 interskin (IS)-1ALPHA, -8, -97, -2ALPHA, and -3 was specific antagonist. The LL-37, -15, SAC-1, -7, and -21 in keratinocytes was good.

            Output String:

            The Proteinase-Activated Receptor-2 interskin (IS)-1ALPHA, interskin (IS)-8, interskin (IS)-97, interskin (IS)-2ALPHA, and -3 was specific antagonist. The LL-37, LL-15, SAC-1, SAC-7 and SAC-21 in keratinocytes was good.

            Expected Output is:

            The Proteinase-Activated Receptor-2 interskin (IS)-1ALPHA, interskin (IS)-8, interskin (IS)-97, interskin (IS)-2ALPHA and interskin (IS)-3 was specific antagonist. The LL-37, LL-15, SAC-1, SAC-7 and SAC-21 in keratinocytes was good.

            I am not getting the interskin (IS)-3 part in my output string. Please look into my code and suggest the solution.

            ...

            ANSWER

            Answered 2021-May-05 at 11:10

            Using your pattern and code, you can add matching optional uppercase chars [A-Z]* at the end of the group in the second alternation.

            Source https://stackoverflow.com/questions/67399331

            QUESTION

            ORA-00918: column ambiguously defined - INSERT INTO table
            Asked 2021-May-28 at 14:13

            Please help me with this error, I spent hours on this.

            Maybe the problems is somewhere on those fields that highlighted ( on the image ), because when I remove it, the code works.

            I check good on column names to make sure there is no wrong typing.

            This is the table design:

            This is my command text:

            ...

            ANSWER

            Answered 2021-May-28 at 14:13

            I think the problem is that Oracle sets a default alias for each column in the subquery, based its value. Since you have multiple columns with the same value, they get the same alias, and this causes SELECT * to generate the error.

            This produces the same error:

            Source https://stackoverflow.com/questions/67740363

            QUESTION

            Web scraping a table: Error using rvest and splash
            Asked 2021-May-27 at 17:27

            I am trying to scrape a table from this link (https://www.sac-isc.gc.ca/eng/1620925418298/1620925434679). I have tried two approaches so far:

            1. Using rvest though I couldn't find HTML nodes on the page for the table
            2. Using splash, assuming the page is being loaded dynamically

            Neither of the approaches seem to be working for me. After hours of trying and reading posts/blogs, etc, I can't seem to figure out what I'm missing. Can someone please point me to the right direction or atleast tell me what I'm doing wrong? Thanks!

            Scraping using rvest:

            ...

            ANSWER

            Answered 2021-May-27 at 17:27

            It is pulled dynamically from another URI. There is some work to do to write a process to extract just what you see on the page, or whatever you actually want to see, as there is a lot of info brought back, including all the more detail.

            The unix timestamp on the end is largely about prevent cached results being served. You can generate that and sprintf it into the rest of the url.

            Source https://stackoverflow.com/questions/67723792

            QUESTION

            Write Datatable to a Excel file
            Asked 2021-May-27 at 16:57

            I'm trying to copy a DataTable with data from a Mysql Table to a Excel file just that simple. But The code that I have creates and fills the data just as it should.

            But I'd like to make this code just find the file and update/insert the data in there without the need of opening it.

            Another thing, this process is painfully slow, is there a problem with the code ? Or its just as it is ?

            The code is:

            ...

            ANSWER

            Answered 2021-May-27 at 16:57

            Consider this helper Module as an alternative to save a Dataset in a Excel file. You need to have installed on machine/PC Microsoft.Jet.OLEDB.4.0 Excel 8.0 or 12. (If you are working with those files it presumes is installed). As you see the usage is simple:

            Use the following Sub: ExportDataSetToExcel pas to it the Dataset you need to save and the path as String of file. If you want to make changes in your Excel doesn’t use the opened Excel file but just make changes in your Dataset then when you are done you can save the final content as a Excel file (with changes as well)

            Source https://stackoverflow.com/questions/67725683

            QUESTION

            Getting rolling average of multiple column by multiple condition, with dplyr and apply family
            Asked 2021-May-08 at 18:35

            I'm performing an analysis on basketball data. This is how my dataset looks like (a really exemplified version of it):

            ...

            ANSWER

            Answered 2021-May-05 at 07:13

            Do you want this? (mean_run from library(runner) used).

            • You can automate this process for as many variables you want. Just use their names in .cols argument of mutate(across...
            • To change rolling window size just change k in mean_run as per choice.

            Source https://stackoverflow.com/questions/67395116

            QUESTION

            splm package: Instruments in spgm() function don't seem to work
            Asked 2021-May-06 at 10:33

            Basically, instrumentation inside the spgm() function from the splm package doesn't seem to work, because it shows no difference in its estimation results from the base model (that is, the same formula but without instruments).

            I've tried the following things:

            • Changing the argument method to every possibility (w2sls, b2sls, g2sls and ec2sls)
            • Using a time-invariant variable as an instrument (in the Produc data.frame, that would be the variable 'region'), instead of a region-invariant one, as shown in the reproducible example afterwards.
            • Changing between SAR, SEM and SAC specifications (i.e. every possible combination of both lag and spatial.error arguments, which are booleans)

            I can't seem to find why it's not working. Here's a reproducible example using a panel data data.frame from the plm package:

            ...

            ANSWER

            Answered 2021-May-06 at 10:33

            Because you are not specifying the model properly. Try:

            Source https://stackoverflow.com/questions/67302653

            QUESTION

            R: Create Function to Add Water Year Column
            Asked 2021-Apr-16 at 23:24

            I am attempting to add a column to my dataframe that lists the hydrological water year for each sample. A water year is defined as October 1st of the previous calendar year through September 31st. For example, WY 2014 starts 10/1/2013 and ends 9/31/2014.

            I found a similar question that was answered here, and the following code was given as a solution:

            ...

            ANSWER

            Answered 2021-Apr-16 at 21:02

            You're writing the function (a closure) to NN_Loads_Calculation$wtr_yr, rather than the vectorised output of the function.

            Because the function has a length of one (ie. there's only one function), R tries to repeat it so that it's a vector of functions that's the same length as a column in your data frame. You can't run rep() on a closure, so that's where the code crashes.

            You need to define your function then use it to calculate the new value:

            Source https://stackoverflow.com/questions/67132090

            QUESTION

            How to Filter Data in RxJava in Android
            Asked 2021-Apr-12 at 07:43

            This is the Json data that i need to filter.

            ...

            ANSWER

            Answered 2021-Apr-12 at 07:43

            You can see what is going on in your stream using doOnNext method or forEach or something similar:

            Source https://stackoverflow.com/questions/67052835

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

            Vulnerabilities

            No vulnerabilities reported

            Install sac

            Soft Actor-Critic can be run either locally or through Docker.
            If you want to run the Mujoco environments, the docker environment needs to know where to find your Mujoco license key (mjkey.txt). You can either copy your key into <PATH_TO_THIS_REPOSITY>/.mujoco/mjkey.txt, or you can specify the path to the key in your environment variables:. Once that's done, you can run the Docker container with. Docker compose creates a Docker container named soft-actor-critic and automatically sets the needed environment variables and volumes. You can access the container with the typical Docker exec-command, i.e. See examples section for examples of how to train and simulate the agents.
            To get the environment installed correctly, you will first need to clone rllab, and have its path added to your PYTHONPATH environment variable. The environment should be ready to run. See examples section for examples of how to train and simulate the agents.
            Clone rllab
            Download and copy mujoco files to rllab path: If you're running on OSX, download https://www.roboti.us/download/mjpro131_osx.zip instead, and copy the .dylib files instead of .so files.
            Copy your Mujoco license key (mjkey.txt) to rllab path:
            Clone sac
            Create and activate conda environment

            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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            CLONE
          • HTTPS

            https://github.com/haarnoja/sac.git

          • CLI

            gh repo clone haarnoja/sac

          • sshUrl

            git@github.com:haarnoja/sac.git

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