acme | A library of reinforcement learning components and agents | Reinforcement Learning library
kandi X-RAY | acme Summary
kandi X-RAY | acme Summary
Acme is a library of reinforcement learning (RL) building blocks that strives to expose simple, efficient, and readable agents. These agents first and foremost serve both as reference implementations as well as providing strong baselines for algorithm performance. However, the baseline agents exposed by Acme should also provide enough flexibility and simplicity that they can be used as a starting block for novel research. Finally, the building blocks of Acme are designed in such a way that the agents can be written at multiple scales (e.g. single-stream vs. distributed agents).
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Top functions reviewed by kandi - BETA
- Run an experiment
- Prefix keys with prefix
- Returns the counts of the counts
- Increment the counters
- Make a distributed experiment
- Generates a networkx network
- Returns the key for the step
- Performs a single step
- Returns the log probability of an event
- Compute the loss function
- Create MPONnetworks
- Train the model
- Create replay tables
- Train the given replay
- Stack a sequence of values in a sequence
- Creates a learner set for each agent
- Computes the loss of the loss function
- Create an ensemble regression regressor
- Create xm_resources resources
- Run an offline experiment
- Create a Learner
- Compute a transformed n - step loss
- Creates a tf Dataset
- Perform a single step
- Build the experiment configuration
- Compute a tree search for a given observation
acme Key Features
acme Examples and Code Snippets
use acme_lib::{Error, Directory, DirectoryUrl};
use acme_lib::persist::FilePersist;
use acme_lib::create_p384_key;
fn request_cert() -> Result<(), Error> {
// Use DirectoryUrl::LetsEncrypStaging for dev/testing.
let url = DirectoryUrl::Let
# show all commands
acme-cli help
# show options for an individual command
acme-cli help cert
# creates account_key.json in current_dir
acme-cli register -t myemail@example.com
# authorize one or more domains/subdomains
acme-cli authorize -t --we
acme-dns-client - v0.1
Usage: acme-dns-client COMMAND [OPTIONS]
Commands:
register Register a new acme-dns account for a domain
check Check the configuration and settings of existing acme-dns accounts
list
Community Discussions
Trending Discussions on acme
QUESTION
When I publish my ABP project I get the following error:
...ANSWER
Answered 2022-Jan-13 at 21:59Issue:
The issue raises after .NET 6 migration. There's a new feature that blocks multiple files from being copied to the same target directory with the same file name. See https://docs.microsoft.com/en-us/dotnet/core/compatibility/sdk/6.0/duplicate-files-in-output
Solution #1 (workaround):
You can add the following build property to all your publishable (*.Web) projects' *.csproj files. This property will bypass this check and works as previously, in .NET5.
QUESTION
I receive a daily export of data every day I load into my excel sheet via Power Query. The table of data I can't control is:
tblExport
Name Company States Jane Doe ABC AK,AL,GA,WA John Smith ACME AK,GA,FL,WAI need to replace those State Abbreviations with a technology string of information for this question I'll use "Full State Name" as a substitute. So basically it checks the COMPANY field against another table as the "technology Strings" will be different for each Company per State.
So far so good, or so I thought. Then I split delimiters of tblExport.States BY "," which then I get
Name Company States.1 States.2 States.3 States.4 Jane Doe ABC AK AL GA WA John Smith ACME AK GA FL WANow we reference that table that contains the Company, State, FullStateNames
tblStateNames
COMPANY Abbr State Name ABC AL AlabamaABC ABC AK AlaskaABC ACME AK AlaskaACME ACME GA GeorgiaACME ABC FL FloridaABC ABC WA WashingtonABC ACME WA WashingtonACME ...ANSWER
Answered 2022-Mar-20 at 15:55If I understand, here is one way to do it:
- Read in the two tables
- split the Export table state abbreviations into ROWS
- Join with the StateName Table
- Group by Name and Company
- Extract a delimited list of the state names from each subtable
- Expand that list
Please read the code comments and explore the Applied Steps to better understand what is going on
QUESTION
I'm testing a deployment of the Eclipse IoT Cloud2Edge package and have followed the instructions here https://www.eclipse.org/packages/packages/cloud2edge/tour/ to test. After creating the new tenant and device, and configuring the connection between Hono and Ditto, I can send telemetry to the new device via the Hono http adapter as shown here:
...ANSWER
Answered 2022-Feb-14 at 07:56What you configured is the Connection source enforcement which makes sure that a Hono device (identified via the AMQP header device_id
) may only updates the twin with the same "thing id" in Ditto.
That enforcement fails as your thingId you set in the Ditto Protocol JSON is my-tenant:org.acme:my-device-1
- the topic
's first segment is the namespace, the second segment the name - combined those 2 segments become the "thing ID", see also: Protocol topic specification.
So you probably want to send the following message instead:
QUESTION
I've recently begun trying to Dockerize my services and I'm to the point of Dockerizing everything that already has an image built. Now I'm trying to build an image for facileManager (FM) which doesn't yet have one. I've got it mostly working but I'm having an issue when running it behind Nginx. FM is normally an apache-php app and doesn't include install instructions for Nginx. What I've noticed with my container/image is that it works ok when I connect directly to it through a published port but if I try to connect to it through Nginx it errors out complaining about the .htaccess file not working. I'm not an expert in either Apache or Nginx so I did my Googleing but didn't come up with much beyond Wordpress having a similar issue with it's "pretty urls" so I'm hoping someone here can give a hand.
First here is the Github repo for the app: https://github.com/WillyXJ/facileManager/tree/ea159f5f6112727de8422c552aa05b6682aa4d79/server
The .htaccess file specifically is:
...ANSWER
Answered 2022-Feb-08 at 07:21Dot Points:
- include $request_uri in your proxy pass
- provide a resolver in your proxy location block
- declare an entry for your container in Docker's network stack
- use all lower case in your service name
Below is the configuration file I use to reverse proxy through to a Ubiquiti Unifi container. All my certbot is handled off site so I need not consider that here. If you compare our location blocks, the issue will likely become immediately apparent, but I'll explain for clarity's sake.
What you need to look at is your Proxy Pass directive. This is of course where the magic proxying happens. I notice that you have not been including the $request_uri, so any request nginx receives for bound.example.com/testpage1
, it will send a request to the upstream apache server for bound.example.com
. Of course if you need to include a port, as I have done here 8443
, this is the place to do it also.
If you include this variable, it should resolve your problem.
The following does not answer your question, but I thought I would include it also just as some helpful information.
Also, I just want to note that I have included a resolver. The IP address 127.0.0.11 points to Docker's internal DNS resolver. Chances are you won't need to include this, however I did so myself to ensure I didn't get odd problems. Lastly, I'd just like to recommend that you look into upgrading your SSL settings, to ensure that you are safe from attacks from weaker SSL / TLS versions.
I expect that adding the variable $request_uri to your proxy pass directive is all that is required to get your site working.
QUESTION
I'm running Kafka schema registry version 5.5.2, and trying to register a schema that contains a reference to another schema. I managed to do this when the referenced schema was in the same package with the referencing schema, with this curl
command:
ANSWER
Answered 2022-Feb-02 at 10:55First you should registrer your other proto to the schema registry.
Create a json (named other-proto.json) file with following syntax:
QUESTION
I am trying to setup a certificate for a locally running react app on a virtual host local.example.com
. This has to just work locally on docker setup. After going through some articles, I came up with this docker-compose.yml:
ANSWER
Answered 2022-Jan-31 at 13:05You need to use TLS for your local setup. The host you need a certificate for is local.example.com
. There is no way to obtain a certificate from Letsencrypt
for this name, because you're not controlling the example.com
domain. One of the ways Letsencrypt
creates a certificate is a challenge - you prove that you own the domain by creating a TXT DNS record. If you own a domain you can do that, but your case is different, because you only need this for local development.
However, you can just use openssl
to generate a self signed certificate for whichever domain name you want. This is a good reference on how to do this. You can use the local.example.com
domain name for the generated certificate. If you're successful, you'll end up with the certificate and it's private key. Note where you save those files, as you'll need them. Keep in mind that the certificate is self-signed, so your browser will give you a warning, unless you add this certificate to the trust store of your operating system.
The next step in your case is to make Traefik use those self signed certificates when serving content from your application. I think this answer has a good example of that.
After having this, you'll only need to edit your hosts file and redirect your localhost:8080
(the port on which your Traefik serves your application) to local.example.com
.
Also, Traefik is not the only solution for your case. You can also achieve the same using Nginx, for example. Choose which one satisfies your use case. My suggestion would be to use the one that's easiest to configure, because it's for local development. Here's the first result I got when searching for a nginx docker-compose self-signed certificate
.
UPDATE
Here's a quick example of what I'm describing above.
First generate the certificate:
QUESTION
I tried to put the command to get the certificate but it gave me this error: An unexpected error occurred: The server will not issue certificates for the identifier :: Error creating new order :: Cannot issue for "ec2-34-237-242-160.compute-1.amazonaws.com": The ACME server refuses to issue a certificate for this domain name, because it is forbidden by policy
...ANSWER
Answered 2021-Nov-14 at 23:43Let's Encrypt blocks Amazon AWS domains because the domain names are transient and are subject to change.
https://community.letsencrypt.org/t/policy-forbids-issuing-for-name-on-amazon-ec2-domain/12692/4
QUESTION
With org.springframework.kafka:spring-kafka
up to version 2.7.9
, my Spring-Boot application (consuming/producing Avro from/to Kafka) starts fine, having these environment variables set:
ANSWER
Answered 2022-Jan-18 at 07:53Ok, the trick is to simply not provide an explicit version for spring-kafka
(in my case in the build.gradle.kts
), but let the Spring dependency management (id("io.spring.dependency-management") version "1.0.11.RELEASE"
) choose the appropriate one.
2.7.7
is the version that is then currently chosen automatically (with Spring Boot version 2.5.5
).
QUESTION
I have a Spring Framework
5.3.10
application — not Spring Boot
. I'm running into a rather trivial problem creating/injecting a Properties
bean. Here is my setup:
ANSWER
Answered 2021-Dec-19 at 22:27The used (spring standard) "factory" implements FactoryBean
as InitializingBean
...
QUESTION
i want to mock code inside a runTransaction function.
example code:
...ANSWER
Answered 2021-Dec-02 at 16:01I have not tested this, but I asume something like this should do the trick:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install acme
We have tested Acme on Python 3.7, 3.8 and 3.9. To get up and running quickly just follow the steps below:.
While you can install Acme in your standard python environment, we strongly recommend using a Python virtual environment to manage your dependencies. This should help to avoid version conflicts and just generally make the installation process easier. python3 -m venv acme source acme/bin/activate pip install --upgrade pip setuptools wheel
While the core dm-acme library can be installed directly, the set of dependencies included for installation is minimal. In particular, to run any of the included agents you will also need either JAX or TensorFlow depending on the agent. As a result we recommend installing these components as well, i.e. pip install dm-acme[jax,tensorflow]
Finally, to install a few example environments (including gym, dm_control, and bsuite): pip install dm-acme[envs]
Installing from github: if you're interested in running the bleeding-edge version of Acme, you can do so by cloning the Acme GitHub repository and then executing following command from the main directory (where setup.py is located): pip install .[jax,tf,testing,envs]
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