2 releases
Uses old Rust 2015
0.1.1 | Aug 27, 2017 |
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0.1.0 | Aug 27, 2017 |
#278 in Simulation
38 downloads per month
7KB
51 lines
OpenAI in rust
This crate allows you to create an environment in OpenAI where to train your agents.
Setup
To use this crate you will need to have a few things already installed on your machine including python 3 as well as OpenAI gym and the environments you need. You can find out how to install OpenAI in the README of their repository.
Once you've installed all of the dependencies you'll need to start a display server on port zero like this:
xvfb-run -s "-screen 0 1080x1920x24" bash
export DISPLAY=:0
Now that you've executed this command you can run your program and a window should pop up and you'll see your agent training in the environment that you have chosen.
Code example
Cargo.toml
[dependencies]
open_ai = "0.1.1"
rand = "0.3"
main.rs
extern crate open_ai;
extern crate rand;
use rand::Rng;
use open_ai::{ Python, Env, PyDict };
fn main() {
let gil = Python::acquire_gil();
// Create your environment
let env = Env::make(gil.python(), "LunarLander-v2");
let mut observation = env.reset();
loop {
env.render();
// Here goes your agent
let action: i32 = rand::thread_rng().gen_range(0,4);
let result = env.step(action);
observation = result.0;
if result.2 {
observation = env.reset();
}
}
}
Dependencies
~1.5MB
~33K SLoC