nle | The NetHack Learning Environment | Reinforcement Learning library

 by   facebookresearch C Version: 0.9.1 License: Non-SPDX

kandi X-RAY | nle Summary

kandi X-RAY | nle Summary

nle is a C library typically used in Artificial Intelligence, Reinforcement Learning applications. nle has no bugs, it has no vulnerabilities and it has medium support. However nle has a Non-SPDX License. You can download it from GitHub.

The NetHack Learning Environment (NLE) is a Reinforcement Learning environment presented at NeurIPS 2020. NLE is based on NetHack 3.6.6 and designed to provide a standard RL interface to the game, and comes with tasks that function as a first step to evaluate agents on this new environment. NetHack is one of the oldest and arguably most impactful videogames in history, as well as being one of the hardest roguelikes currently being played by humans. It is procedurally generated, rich in entities and dynamics, and overall an extremely challenging environment for current state-of-the-art RL agents, while being much cheaper to run compared to other challenging testbeds. Through NLE, we wish to establish NetHack as one of the next challenges for research in decision making and machine learning. You can read more about NLE in the NeurIPS 2020 paper, and about NetHack in its original README, at nethack.org, and on the NetHack wiki.
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            kandi-support Support

              nle has a medium active ecosystem.
              It has 839 star(s) with 99 fork(s). There are 29 watchers for this library.
              There were 1 major release(s) in the last 6 months.
              There are 6 open issues and 94 have been closed. On average issues are closed in 122 days. There are 5 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of nle is 0.9.1

            kandi-Quality Quality

              nle has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              nle 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

              nle releases are available to install and integrate.
              Installation instructions, examples and code snippets are available.

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            nle Key Features

            No Key Features are available at this moment for nle.

            nle Examples and Code Snippets

            No Code Snippets are available at this moment for nle.

            Community Discussions

            QUESTION

            How to calculate the coefficient "a" in a non-linear regression "y=2/(1+exp(a*x))-1"? And also draw the graph?
            Asked 2022-Mar-14 at 18:08

            As stated in the topic, given some value of x (FTSW), and its corresponding value of y (NLE), with the euqation y=2/(1+exp(a*x))-1, how could I calcualate the "a" and draw the graph?

            ...

            ANSWER

            Answered 2022-Mar-14 at 16:56

            You can estimate the model (say, mod) separately, using stat::nls, and obtain the coefficient via coef(mod)

            Source https://stackoverflow.com/questions/71471105

            QUESTION

            Loop through nested array to return values of object
            Asked 2021-Nov-16 at 06:34

            I have a nested array and what I was trying to do was get all the values of the object embedded inside the array. I am currently getting each embedded object and calling Object.values to get the values but this method isn't efficient when the array size is big. Is there a way to loop through the array and return the values of each object? Any help is appreciated. Thanks in advance.

            ...

            ANSWER

            Answered 2021-Nov-16 at 06:23

            Use a for...of to iterate over the array, and then push the value to a new array.

            Source https://stackoverflow.com/questions/69984490

            QUESTION

            Line breaks in IMAP - =\r\n - how to decode?
            Asked 2021-Oct-26 at 08:15

            I am trying to make an email scraper that scrapes through certain emails looking for values to store them in a CSV file. I have been trying a lot of things to get this problem solved but without success so far.

            ...

            ANSWER

            Answered 2021-Oct-26 at 07:57

            You are looking at a MIME part with Content-Transfer-Encoding: quoted-printable. The proper way to decode that is to traverse the MIME structure and interpret the parts as you go. But there is no need to do that explicitly; Python's email library already does exactly that for you.

            Source https://stackoverflow.com/questions/69717998

            QUESTION

            Store perl regex capture groups in bash variables
            Asked 2021-May-17 at 15:50

            I'm writing a small bash script to get the status of certain hardware through our api.

            ...

            ANSWER

            Answered 2021-May-17 at 15:50

            Your example code is obviously broken; you can't nest single quotes; though Perl provides the convenience operator q() so you can easily work around this. The formatting has other errors, too. Probably you mean something like

            Source https://stackoverflow.com/questions/67570447

            QUESTION

            Stuck on stdin reading until ^C or EOF, then "stdin spam"
            Asked 2021-May-14 at 12:12

            Hello to any competent people out there who would stumble upon my post.
            I require assistance like never before.

            My problem is here:

            ...

            ANSWER

            Answered 2021-May-14 at 12:12

            I just figured it out myself:

            dup2() creates a duplicate of the connection's file descriptor into STDIN_FILENO, leaving it open only in stdin after close(), thus reading stdin with getch, getchar or any other functions was basically waiting for the client to send something.

            Removing both solved my problem: getch() now works properly.

            Source https://stackoverflow.com/questions/67491560

            QUESTION

            script for sum of numbers in file which are written without space with text and special characters
            Asked 2021-Mar-24 at 23:18

            Lets say a file has

            ...

            ANSWER

            Answered 2021-Mar-24 at 14:13

            This works as described:

            Source https://stackoverflow.com/questions/66780451

            QUESTION

            Delete everything before a character on certain lines in a large text in OpenRefine
            Asked 2021-Jan-09 at 21:22

            I’ve looked around but did not find an answer.

            I’m cleaning a large amount of texts in OpenRefine. What I am trying to do is to suppress lines—between two end of lines (\n)—containing a specific character—in this case %. It looks like this:

            ...En trois mots, la bouffe lyonnaise, ça se résume à quoi?\n« Réconfortante, savoureuse, chaleureuse. » \n \nLa quenelle de brochet et sa sauce aux écrevisses %\nL'extra avec ça?\nLe chef Viola concoctera une soupe géante et celle-ci sera partagée GRATUITEMENT le samedi 25 février 2017! Stay tuned! \nLe bouchon lyonnais du Balmoral, c'est un rendez-vous! \nMontréal en Lumière - volet gastronomie\n23 février au 11 mars 2016 \nLE BALMORAL\n514 288-5992

            I am looking for such result (without the bolded line):

            ...En trois mots, la bouffe lyonnaise, ça se résume à quoi?\n« Réconfortante, savoureuse, chaleureuse. » \n \n\nL'extra avec ça?\nLe chef Viola concoctera une soupe géante et celle-ci sera partagée GRATUITEMENT le samedi 25 février 2017! Stay tuned! \nLe bouchon lyonnais du Balmoral, c'est un rendez-vous! \nMontréal en Lumière - volet gastronomie\n23 février au 11 mars 2016 \nLE BALMORAL\n514 288-5992

            This, for many instances in multiple texts.

            Help would be greatly appreciated.

            ...

            ANSWER

            Answered 2021-Jan-09 at 21:22

            I'm not sure whether the "\n" are literal or a representation of the LF character, but I'll assume the former and you can adjust the formula, if necessary. The solution involves splitting the lines, iterating through the lines and filtering the lines containing '%' and joining the lines again. Use the following formula in the "Edit Cells -> Transform" dialog:

            forEach(value.split('\\n'),l,if(l.contains('%'),'',l)).join('\\n')

            To break it down:

            • value.split('\\n') yields an array of split lines
            • forEach(array,l,f) iterates through the array assigning each line to the variable l and applying function f
            • if(l.contains('%'),'',l)) returns the empty string if l contains a percent ('%') otherwise the original string
            • array.join('\\n') joins your filtered lines back together again

            Source https://stackoverflow.com/questions/65644942

            QUESTION

            how to print only "cmd" from ps command using perl
            Asked 2020-Dec-02 at 20:45

            I need to extract the cmd from the output of ps. I know that I can use the following to write only the PID using the ps command:

            ...

            ANSWER

            Answered 2020-Dec-02 at 20:45

            QUESTION

            Problems with mismatched Types in Haskell and where to find good guides
            Asked 2020-Aug-06 at 14:22

            firstly i want to ask where can i look to improve my skills with haskell, whenever i get stuck i cant find relevant tutorials or anything to help me, im using trial and error to figure out syntax for things and its frustrating, i can ask for help with each problem here but i feel like a nuisance and that there should be other routes first like when i program in C# or Python i can usually search around for similar problems and solve it myself, but less so with Haskell, so any tutorials, wisdom, courses or whatever would be greatly appreciated! (im creating a data type and wish to manipulate a list of those types through a variety of functions)

            the error i keep having is mismatched types with the expected types.

            ...

            ANSWER

            Answered 2020-Aug-05 at 19:55

            This Stack Overflow question and its top-voted answer may be helpful. It's an old answer, but most of the resources given there are still useful. In particular, I can see that you're still having trouble with some basic aspects of Haskell syntax, and working through multiple tutorials from that question will definitely help you with this.

            Haskell's type system is extremely unforgiving, in that a program must be precisely type correct in order to compile. At the same time, the type system is also extremely powerful and complex. The end result is that simple syntax errors can be totally misinterpreted by the compiler as attempts to use powerful type-level features, and the resulting type errors can be completely baffling. Beginners run up against this all the time, but even experienced Haskell programmers run into type errors that they really don't understand, and everyone has to do a little trial-and-error to figure things out sometimes.

            Anyway, your specific issues are:

            1. You accidentally used getTrackSale when you meant to use getSale, so you passed a single parameter to a function that expected three parameters. That's what the error message was about.
            2. When calling a haskell function with multiple arguments, the correct syntax is f x y z, not f (x y z). The expression f (x y z) is completely misinterpreted by the compiler as an attempt to apply the "function" x to the arguments y and z, and then pass the result as a single parameter to f!

            If you fix getTrackSale to read:

            Source https://stackoverflow.com/questions/63270436

            QUESTION

            Not in scope: data constructor `Song' - Haskell
            Asked 2020-Jul-29 at 19:08
            type Song = (String, String, Int) --(title, artist, sales)
            
            database :: [Song]
            database = [("Amon Amarth","Ravens flight", 1), 
              ("Amon Amarth","Shield wall", 11),
              ("Amon Amarth","The way of vikings", 105),
              ("Elijah Nang","Journey to the west", 1000),
              ("Elijah Nang","Tea house", 7),
              ("Pink Floyd","Wish you were here", 123),
              ("Amon Amarth","Raise your horns", 9001),
              ("NLE Choppa","Walk 'em down'", 69420),
              ("Elijah Nang","Kumite", 1337),
              ("NLE Choppa","Shotta flow 6", 511),
              ("Pink Floyd","Comfortably numb", 9),
              ("Pink Floyd","Shotta flow 6", 711), -- changed to match the name of an nle choppa song as requested
              ("Johannes Chrysostomus Wolfgangus Theophilus Mozart","Requiem", 10203948),
              ("Elijah Nang","Kenjutsu water style", 1),
              ("NLE Choppa","Shotta flow 5", 1),
              ("Pink Floyd","High hopes", 1),
              ("Amon Amarth","Deceiver of the gods", 1),
              ("Johannes Chrysostomus Wolfgangus Theophilus Mozart","Turkish march", 1),
              ("Chance The Rapper","Cocoa butter kisses", 1),
              ("Chance The Rapper","Favourite song", 1),
              ("Chance The Rapper","Hot shower", 1),
              ("Chance The Rapper","High hopes", 1)] 
            
            
            getTrackSale :: Int -> String -> String -> String --(index, artist, track, sales)
            getTrackSale index artist track
              | ((getArtist(database!!index) == artist) && (getTrack(database!!index) == track)) = getTrackSale(database!!index)
              | otherwise = getTrackSale(index + 1 artist track)
            
            
            task2 = getTrackSale(0 "Chance The Rapper" "Hot Shower")
            
            getArtist :: Song -> String
            getArtist (Song y _ _) = y
            
            getTrack :: Song -> String
            getTrack (Song _ z _) = z
            
            getSale :: Song -> Int
            getSale (Song _ _ x) = x
            
            ...

            ANSWER

            Answered 2020-Jul-29 at 19:08

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

            Vulnerabilities

            No vulnerabilities reported

            Install nle

            Starting with NLE environments is extremely simple, provided one is familiar with other gym / RL environments.
            NLE requires python>=3.5, cmake>=3.15 to be installed and available both when building the package, and at runtime.

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            We welcome contributions to NLE. If you are interested in contributing please see this document.
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          • PyPI

            pip install nle

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            https://github.com/facebookresearch/nle.git

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            gh repo clone facebookresearch/nle

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            git@github.com:facebookresearch/nle.git

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