A2C | An Advantage Actor Critic Network for Continuous Control | Reinforcement Learning library
kandi X-RAY | A2C Summary
kandi X-RAY | A2C Summary
An Advantage Actor Critic Network for Continuous Control
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Top functions reviewed by kandi - BETA
- Execute a single action
- Flatten an array
- Generates a single step input
- Creates a new UnityInput object from the given rl_input
- Reset learning parameters
- Return configuration for a given lesson
- Generate a new UnityRLInput object
- Launch executable launcher
- Close the connection
- Close the Unity environment
- Calculate the model
- Generate a single action
- Exchange inputs
- Receive a message from the hub
- Load the model from a file
- Runs the model on a given state
- Close the Unity Environment
- Draw the performance plot
- Sample action
- Save the trained model
A2C Key Features
A2C Examples and Code Snippets
Community Discussions
Trending Discussions on A2C
QUESTION
I have the following lists:
...ANSWER
Answered 2022-Jan-20 at 23:43Not sure if that is what you want or if it is more elegant:
QUESTION
If there are n threads doing a read(uniqe_file[k], buffer, sizeof(buffer)) (k=1..n) (read from unistd.h) is there a chance that the content of buffer, after the threads are done, is messed up by having a combination of values from various files?
For example:
n = 2
buffer is a char array
unique_file[1] contains "abc"
unique_file[2] contains "123"
Then, can buffer contain, at the end, something like "a2c", or "12c" or even worse cases like "1a2"?
And, can you provide an explanation for the possible scenarios?
...ANSWER
Answered 2021-Dec-25 at 19:39Is there any race condition for 2 or more threads doing read from different files into the same buffer?
Yes: two threads attempting to write the same bytes is a race condition by definition. The resulting program exercises undefined behavior.
can buffer contain, at the end, something like "a2c", or "12c" or even worse cases like "1a2"
Undefined behavior means: anything can happen.
It's unlikely that you'll observe anything other than abc
or 123
, but it's possible for all of the above to happen. The conditions for 1a2
in particular are exceedingly unlikely, but it can happen.
Other unlikely possibilities: 111
, 231
, aca
, etc. To see why these are possible, read this article.
QUESTION
I'm running into this error when trying to run a command from docker a docker container on google compute engine.
Here's the stacktrace:
...ANSWER
Answered 2021-Oct-12 at 03:26It seems like this is an issue with python 3.6 and gym. Upgrading my container to python 3.7 fixed the issue.
QUESTION
ABC is a music notation; I'm working on patterns to parse it as part of an app.
Sometimes multiple renditions of a tune are in an ABC file, and I need to get just the first rendition -- or in an ideal world any rendition I specify. The beginning of a rendition is signified by the X: string.
It's not possible to know in advance how many renditions are in a file.
In Javascript, how can I return, for example, the first rendition (from the first X: inclusive to the beginning of the second) in the example below, in a way that will return the first if there is no second, and return the first if there are more than two renditions.
My work so far yields ([\s\S]*)(?=X:)
which succeeds in the two rendition example, but fails with a single rendition or more than two.
Adding an 'OR'd end of file condition to the lookahead lets the single rendition case work, but fails on the one and three rendition cases, e.g. \([\s\S]*)(?=X:|$)
Any help appreciated ... a good way to parse ABC will be used by many.
A two-rendition example can look like the below -- for a three rendition example just add a line with X: at the end, and for a single chop off everything from the second X:
EDITS: Folks have been kind enough to ask for better examples, and they won't fit in a comment, so here's a few
Broken pledge is interesting because it has more than one ABC and they're not numbered sequentially:
...ANSWER
Answered 2021-Sep-19 at 17:19This is a complete rewrite of the answer, sorry. The following function returns the info you are currently interested in (it can be extended to return more info, like, e.g., the titles of the renditions as an array sharing indices with the renditions
array).
QUESTION
I am writing code in ReactJs I have an Array of object like this
...ANSWER
Answered 2021-Jul-14 at 09:34Not sure if this will solve the particular issue you have but not use helprjs
QUESTION
I am using Firebase, React, Redux for my project and I want to send data from firebase to redux's global store using useEffect(). The problem I am facing is that I cannot access to methods and properties of an array even though I can use console.log(array)
to get its element.
Let me briefly explain my code:
I'm assigning each group of images
I get from database to its respective product
and then send it to the redux global store.
My firebase structure:
...ANSWER
Answered 2021-Jun-27 at 10:33This code has a few obvious issues:
- this code will be run on every render, maybe tens of times
await extractImagesFromDatabase();
won't await because the function extractImagesFromDatabase is not an async function. That's a syntactic error that you compiler should warn about.
How to fix this:
Move to lead action to external function, even in external file. The useEffect should look like this:
useEffect( () => { sendDataToGlobalStore(setProducts) }, [setProducts]);
The sendDataToGlobalStore() should look something like this:
QUESTION
I have a number of documents that look like the following where I need to change the permanentLocation.id and identify all circulationNotes where the id is null and set them to a uuid
...ANSWER
Answered 2021-Jun-22 at 16:03Try
QUESTION
To begin this topic off I've created a stock market environment that a function can return its observation through this function. The field 'df' is a pandas instance loaded from csv file and I am returning a step (row) of the data frame to get the data which return its value on the data sheet. My issue is when I set the data to the observation field it return different values then the data sheet.
...ANSWER
Answered 2021-Jun-07 at 03:36The data is just in exponential notation but identical. To suppress exponential notation in numpy you can do the following:
QUESTION
I know that the Pong Game initializes to new game when one side scores 20 points.
By the way, the reward shows that it goes down below -20.
Why is that so?
One thing to expect is that after one side gets 20 points, the game is reset by playing one more time. Does the game need to get 21 points to initialize?
(Use 8 workers, A2C, PongNoFrameskip-v4)
...ANSWER
Answered 2021-Feb-25 at 06:41Pong is played to 21 points, not 20.
QUESTION
I am making a comparison between both kind of algorithms against the CartPole environment. Having the imports as:
...ANSWER
Answered 2021-Feb-11 at 18:29The A2C code fails due to the configuration you copied from the PPO trial: "sgd_minibatch_size", "kl_coeff" and many others are PPO-specific configs, which cause the problem when running using A2C.
The error is explained in the "error.txt" in the logdir.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install A2C
Linux: click here
Mac OSX: click here
Windows (32-bit): click here
Windows (64-bit): click here I conducted my experiments in Ubuntu 16.04, so I picked the 1st option. Then, extract and place the Reacher_Linux folder within the project root. The project folder structure now looks like this (Program generated .png and model files are excluded):
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