atari | AI research environment for the Atari 2600 games | Reinforcement Learning library
kandi X-RAY | atari Summary
kandi X-RAY | atari Summary
Research Playground built on top of OpenAI's Atari Gym, prepared for implementing various Reinforcement Learning algorithms.
Support
Quality
Security
License
Reuse
Top functions reviewed by kandi - BETA
- Perform step update
- Train the model
- Calculate epsilon
- Saves model weights
- Reset the target network
- Process an observation
- Process a frame
atari Key Features
atari Examples and Code Snippets
def __init__(self, size=MAX_EXPERIENCES, frame_height=IM_SIZE, frame_width=IM_SIZE,
agent_history_length=4, batch_size=32):
"""
Args:
size: Integer, Number of stored transitions
frame_height: Integer, Height of
def wrap_deepmind(env, episode_life=True, clip_rewards=True, frame_stack=False):
"""Configure environment for DeepMind-style Atari.
"""
if episode_life:
env = EpisodicLifeEnv(env)
if 'FIRE' in env.unwrapped.get_action_meaning
Community Discussions
Trending Discussions on atari
QUESTION
I'm trying to install the Stella Atari Emulator on Ubuntu 20.04 for a course that I'm taking.
I get the following error:
...ANSWER
Answered 2021-Jun-06 at 03:59The stella
version you downloaded is not compatible with the official libsdl2
packet versions of your Ubuntu version. If you just want to use stella
, it is available to install as a compatible version through apt
:
QUESTION
I have been making an Atari Breakout inspired game based off of a tutorial. I was wondering how to make a "GAME OVER" screen that will show up once the player dies. The code that I have has a variable that I created called "DrawDeath()". I have it coded so that text appears when you die but for some reason it never shows up.
...ANSWER
Answered 2021-Jun-04 at 21:19You have some errors in your code so I correct what the console showed. I have also changed the code to use requestAnimationFrame
. Once a gameOver status has been triggered the requestAnimationFrame
will stop running and setInterval
will run the drawDeath
function. You also have an error in your game over text as you were missing the x and y coordinates.
Additionally I added the downPressed
variable that was missing so you could restart the game.
QUESTION
So I am looking to train a model on colab using a GPU/TPU as my local machine doesn't have one. I am not bothered about visualising the training I just want colab to do the bulk of the work.
When importing my .ipynb into colab and running as soon as i attempt to make an env using any of the atari games i get the error:
...ANSWER
Answered 2021-Jun-03 at 12:26So I have found a solution. You will first need to download the roms from http://www.atarimania.com/rom_collection_archive_atari_2600_roms.html
Unpack the .rar file then unzip the HC Roms and Roms folders.
Next upload the folders to colab or to your Google Drive and then link it to your colab.
From here run:
QUESTION
guys. I'm writing 'Atari Breakout' game in pygame. How can I move this paddle with keys?
...ANSWER
Answered 2021-May-29 at 19:40Create the pygame.Rect
objects before the application loop. Change the position of the rectangles in the loop when a key is pressed:
QUESTION
After reading Postgres manual and many posts here, I wrote this function tacking in mind all I found regarding security. It works great and does everything I looked for.
- takes a json, each key has an array [visible, filter, arg1, optional arg2]
SELECT public.goods__list_json2('{"name": [true, 7, "Ad%"], "category": [true], "stock": [false, 4, 0]}', 20, 0);
- returns a json array with requested data.
[{"name": "Adventures of TRON", "category": "Atari 2600"}, {"name": "Adventure", "category": "Atari 2600"}]
My question is, how could I really be sure that when I create the query using user input arguments, passing them as %L with format is injection safe? By my db design, all is done through functions, running most of them as security definer only allowing certain roles to execute them.
Being secure, my intention is to convert old functions to this dynamic logic and save myself to write a lot of lines of code creating new or specific queries.
I would really appreciate a experienced Postgres developer could give me an advice on this.
I'm using Postgres 13.
...ANSWER
Answered 2021-May-15 at 01:14A word of warning: this style with dynamic SQL in SECURITY DEFINER
functions can be elegant and convenient. But don't overuse it. Do not nest multiple levels of functions this way:
- The style is much more error prone than plain SQL.
- The context switch with
SECURITY DEFINER
has a price tag. - Dynamic SQL with
EXECUTE
cannot save and reuse query plans. - No "function inlining".
- And I'd rather not use it for big queries on big tables at all. The added sophistication can be a performance barrier. Like: parallelism is disabled for query plans this way.
That said, your function looks good, I see no way for SQL injection. format() is proven good to concatenate and quote values and identifiers for dynamic SQL. On the contrary, you might remove some redundancy to make it cheaper.
Function parameters offset__i
and limit__i
are integer
. SQL injection is impossible through integer numbers, there is really no need to quote them (even though SQL allows quoted string constants for LIMIT
and OFFSET
). So just:
QUESTION
I want to add a image for my Python Discord Bot's game activity but I cannot find any info. Any info will help. This is my current code.
...ANSWER
Answered 2021-May-05 at 14:53You can't. That is reserved for users only.
QUESTION
I tried implementing a Deep Reinforcement Learning Network but I get the same error every time I try to run it,
...ANSWER
Answered 2021-Apr-03 at 21:10(See my comment under OP for context)
The error message "FrameProcessor" object is not callable
means what it says on the tin: there is an object of type "FrameProcessor", and your code is trying to call this object despite the fact that this object cannot be called.
(Remember that to call something is to treat it as a function and to try to run this function, much like how you might call a parent at a grocery store and tell them to buy you a snack.)
Where does your code try to call this FrameProcessor
object? Well, you yourself pointed out the line:
processed_frame = self.process_frame(sess, frame)
.
In Python, any time you write an expression of the form something(arg1, arg2, ...)
, the Python interpreter treats the expression as a function call, which, from your error message, we know we're not allowed to do if the something
happens to be a FrameProcessor
.
And we know from the earlier line self.process_frame = FrameProcessor()
that self.process_frame
is a FrameProcessor
. So the problem is that you're trying to call self.process_frame
like a function when it really oughtn't be called in that way.
So, how can this be fixed?
Look up the documentation for FrameProcessor
, wherever that happens to be, so that you can know how FrameProcessors
ought to be used. With that knowledge, you can revise the lines processed_frame = self.process_frame(sess, frame)
and maybe self.process_frame = FrameProcessor()
to match the intended usage, whatever that may be. At that point it's just a matter of reading and applying the relevant documentation.
EDIT:
Looking at the code for FrameProcessor
, it seems the issue is caused by an extra indent before __call__
is defined. Indents determine scope in Python, and the extra indent is causing __call__
to be defined in the local scope of the __init__
function. That means that __call__
has no meaning outside the body of __init__
, which is not what we want. Try removing the extra indent before __call__
and see if that solves the issue.
QUESTION
Excuse my probably mistake-full question. Im learning to make games for Atari 2600 for fun.
So this is my code:
...ANSWER
Answered 2020-Dec-07 at 16:17At the end of its memory map, the 6502 (and variants) has a vector table, at addresses $FFFA
-$FFFF
:
QUESTION
I am trying to pull a series of video game console names from a text file. The text file reads as such,
...ANSWER
Answered 2020-Aug-30 at 15:09dataFile >> consolePrices[i];
on the first iteration leaves \n
in the istream.
Then getline(dataFile, consoleNames[i]);
extracts that new line symbol on the second iteration and you get the empty string. After that dataFile >> consolePrices[i];
tries to read int but meets the string Sega Genesis
, leaves the consolePrices[i];
uninitialized and the istream in fail. Further iterations can't read the failed istream.
QUESTION
Here is my entire tasks.json file in the .vscode directory
...ANSWER
Answered 2020-Jul-29 at 03:04The Unresolved
matcher is a multi-line problem matcher
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install atari
You can use atari 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
Reuse Trending Solutions
Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items
Find more librariesStay Updated
Subscribe to our newsletter for trending solutions and developer bootcamps
Share this Page