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RL Template

A standard template I use for my RL projects.

Quickstart

First, edit pyproject.toml and the folder names to your project. There are also some import statements you'll have to change, but the easiest way to do that is a global replacement of rl_template with your new project name.

Next, install the project. You'll need uv and >=Python3.11.

uv sync
cd RUST_FOLDER_NAME && maturin build --release # Builds the Rust wheel for Python.

To see if everything works, run the PPO test. If you want logging, you'll need to log into wandb, then uncomment the appropriate sections.

python PROJECT_NAME/experiments/test_ppo.py

License

This template repository is MIT licensed.

About

Standard repo structure I use for RL projects.

Resources

Readme
MIT license
Activity

Stars

2 stars

Watchers

1 watching

Forks

0 forks
Report repository

Releases

Packages

Used by

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all 
 blocks
(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
}
addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
GitHub - Boxxfish/rl-template: Standard repo structure I use for RL projects. · GitHub
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RL Template
A standard template I use for my RL projects.
Quickstart
First, edit pyproject.toml and the folder names to your project. There are
also some import statements you'll have to change, but the easiest way to do
that is a global replacement of rl_template with your new project name.
Next, install the project. You'll need uv and >=Python3.11.
uv sync
cd RUST_FOLDER_NAME && maturin build --release # Builds the Rust wheel for Python.
To see if everything works, run the PPO test. If you want logging, you'll need
to log into wandb, then uncomment the appropriate sections.
python PROJECT_NAME/experiments/test_ppo.py
License
This template repository is MIT licensed.
About
Standard repo structure I use for RL projects.
Resources
Readme
MIT license
Activity
Stars
2 stars
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Force GitHub README to respect dark mode
(function() {
var style = document.createElement('style');
style.textContent = '
.markdown-body {
color-scheme: dark light;
}
.markdown-body pre { background: #161b22 !important; }
.markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }
.markdown-body table th, .markdown-body table td { border-color: #30363d !important; }
.markdown-body img { background: #0d1117; }
.markdown-body blockquote { border-left-color: #8b949e; }
.markdown-body hr { border-color: #30363d; }
';
document.head.appendChild(style);
})();
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - Boxxfish/rl-template: Standard repo structure I use for RL projects. · GitHub
Skip to content
BranchesTags
Repository files navigation
RL Template
A standard template I use for my RL projects.
Quickstart
First, edit pyproject.toml and the folder names to your project. There are
also some import statements you'll have to change, but the easiest way to do
that is a global replacement of rl_template with your new project name.
Next, install the project. You'll need uv and >=Python3.11.
uv sync
cd RUST_FOLDER_NAME && maturin build --release # Builds the Rust wheel for Python.
To see if everything works, run the PPO test. If you want logging, you'll need
to log into wandb, then uncomment the appropriate sections.
python PROJECT_NAME/experiments/test_ppo.py
License
This template repository is MIT licensed.
About
Standard repo structure I use for RL projects.
Resources
Readme
MIT license
Activity
Stars
2 stars
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Highlight search terms from Google/DuckDuckGo/Bing referrer
(function() {
var ref = document.referrer;
var terms = [];
if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {
var url = new URL(ref);
var q = url.searchParams.get('q') || url.searchParams.get('p');
if (q) {
terms = q.split(/\s+/).filter(function(t) { return t.length > 2; });
}
}
if (terms.length === 0) return;
var style = document.createElement('style');
style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';
document.head.appendChild(style);
function highlight(node) {
if (node.nodeType === 3) { // text node
var text = node.textContent;
var found = false;
terms.forEach(function(term) {
var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi');
if (regex.test(text)) {
found = true;
var frag = document.createDocumentFragment();
var parts = text.split(regex);
parts.forEach(function(part, i) {
if (i % 2 === 0) {
frag.appendChild(document.createTextNode(part));
} else {
var span = document.createElement('span');
span.className = 'userscript-highlight';
span.textContent = part;
frag.appendChild(span);
}
});
node.parentNode.replaceChild(frag, node);
}
});
} else if (node.nodeType === 1 && node.childNodes) { // element
var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];
if (!skipTags.includes(node.tagName)) {
Array.from(node.childNodes).forEach(highlight);
}
}
}
highlight(document.body);
// Re-highlight on dynamic content
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1 || node.nodeType === 3) highlight(node);
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - Boxxfish/rl-template: Standard repo structure I use for RL projects. · GitHub
Skip to content
BranchesTags
Repository files navigation
RL Template
A standard template I use for my RL projects.
Quickstart
First, edit pyproject.toml and the folder names to your project. There are
also some import statements you'll have to change, but the easiest way to do
that is a global replacement of rl_template with your new project name.
Next, install the project. You'll need uv and >=Python3.11.
uv sync
cd RUST_FOLDER_NAME && maturin build --release # Builds the Rust wheel for Python.
To see if everything works, run the PPO test. If you want logging, you'll need
to log into wandb, then uncomment the appropriate sections.
python PROJECT_NAME/experiments/test_ppo.py
License
This template repository is MIT licensed.
About
Standard repo structure I use for RL projects.
Resources
Readme
MIT license
Activity
Stars
2 stars
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
(function() {
var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',
'ref', 'ref_src', 'source', 'medium', 'campaign'];
function cleanUrl(url) {
try {
var u = new URL(url, window.location.origin);
var changed = false;
trackingParams.forEach(function(p) {
if (u.searchParams.has(p)) {
u.searchParams.delete(p);
changed = true;
}
});
return changed ? u.toString() : url;
} catch (e) {
return url;
}
}
function cleanLinks() {
document.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
cleanLinks();
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1) {
if (node.tagName === 'A') cleanLinks();
node.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
GitHub - Boxxfish/rl-template: Standard repo structure I use for RL projects. · GitHub
Skip to content
BranchesTags
Repository files navigation
RL Template
A standard template I use for my RL projects.
Quickstart
First, edit pyproject.toml and the folder names to your project. There are
also some import statements you'll have to change, but the easiest way to do
that is a global replacement of rl_template with your new project name.
Next, install the project. You'll need uv and >=Python3.11.
uv sync
cd RUST_FOLDER_NAME && maturin build --release # Builds the Rust wheel for Python.
To see if everything works, run the PPO test. If you want logging, you'll need
to log into wandb, then uncomment the appropriate sections.
python PROJECT_NAME/experiments/test_ppo.py
License
This template repository is MIT licensed.
About
Standard repo structure I use for RL projects.
Resources
Readme
MIT license
Activity
Stars
2 stars
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
(function() {
function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
if (btn && !btn.classList.contains('activated')) {
btn.click();
}
}
// Try immediately
tryTheater();
// Try after navigation (SPA)
var lastUrl = location.href;
setInterval(function() {
if (location.href !== lastUrl) {
lastUrl = location.href;
setTimeout(tryTheater, 500);
}
}, 1000);
// Also try on player load
var observer = new MutationObserver(tryTheater);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - Boxxfish/rl-template: Standard repo structure I use for RL projects. · GitHub
Skip to content
BranchesTags
Repository files navigation
RL Template
A standard template I use for my RL projects.
Quickstart
First, edit pyproject.toml and the folder names to your project. There are
also some import statements you'll have to change, but the easiest way to do
that is a global replacement of rl_template with your new project name.
Next, install the project. You'll need uv and >=Python3.11.
uv sync
cd RUST_FOLDER_NAME && maturin build --release # Builds the Rust wheel for Python.
To see if everything works, run the PPO test. If you want logging, you'll need
to log into wandb, then uncomment the appropriate sections.
python PROJECT_NAME/experiments/test_ppo.py
License
This template repository is MIT licensed.
About
Standard repo structure I use for RL projects.
Resources
Readme
MIT license
Activity
Stars
2 stars
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Remove or un-stick sticky/fixed headers that block content
(function() {
function unstick() {
document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) {
if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {
el.style.position = 'static';
el.style.top = 'auto';
el.style.zIndex = 'auto';
}
});
}
unstick();
var observer = new MutationObserver(unstick);
observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });
})();
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - Boxxfish/rl-template: Standard repo structure I use for RL projects. · GitHub
Skip to content
BranchesTags
Repository files navigation
RL Template
A standard template I use for my RL projects.
Quickstart
First, edit pyproject.toml and the folder names to your project. There are
also some import statements you'll have to change, but the easiest way to do
that is a global replacement of rl_template with your new project name.
Next, install the project. You'll need uv and >=Python3.11.
uv sync
cd RUST_FOLDER_NAME && maturin build --release # Builds the Rust wheel for Python.
To see if everything works, run the PPO test. If you want logging, you'll need
to log into wandb, then uncomment the appropriate sections.
python PROJECT_NAME/experiments/test_ppo.py
License
This template repository is MIT licensed.
About
Standard repo structure I use for RL projects.
Resources
Readme
MIT license
Activity
Stars
2 stars
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Used by
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Universal Dark Mode - works on any site
(function() {
var enabled = true;
function applyDarkMode() {
if (!enabled) return;
// Create style element if it doesn't exist
var style = document.getElementById('universal-dark-mode-style');
if (!style) {
style = document.createElement('style');
style.id = 'universal-dark-mode-style';
document.head.appendChild(style);
}
// Dark mode CSS - inverts colors but preserves images/video
style.textContent = '
/* Invert everything except media */
html {
filter: invert(1) hue-rotate(180deg) !important;
background: #1a1a2e !important;
}
/* Restore images, videos, iframes, canvas */
img, video, iframe, canvas, svg, picture, [style*="background-image"] {
filter: invert(1) hue-rotate(180deg) !important;
}
/* Preserve specific elements that should not be inverted */
.no-dark-mode, .no-dark-mode *,
[data-theme="light"], [data-theme="light"],
.ace_editor, .ace_editor *,
.CodeMirror, .CodeMirror *,
.monaco-editor, .monaco-editor *,
.markdown-body pre, .markdown-body pre *,
.highlight, .highlight *,
pre code, pre code * {
filter: none !important;
}
/* Fix common UI elements */
.modal, .popup, .dropdown-menu, .tooltip, .popover {
filter: invert(1) hue-rotate(180deg) !important;
background: #2d2d44 !important;
border-color: #444 !important;
}
/* Scrollbars */
::-webkit-scrollbar { background: #1a1a2e !important; }
::-webkit-scrollbar-thumb { background: #444 !important; }
::-webkit-scrollbar-thumb:hover { background: #555 !important; }
/* Selection */
::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
';
}
function removeDarkMode() {
var style = document.getElementById('universal-dark-mode-style');
if (style) style.remove();
}
// Toggle with Alt+Shift+D
document.addEventListener('keydown', function(e) {
if (e.altKey && e.shiftKey && e.key === 'D') {
e.preventDefault();
enabled = !enabled;
if (enabled) {
applyDarkMode();
console.log('[Universal Dark Mode] Enabled');
} else {
removeDarkMode();
console.log('[Universal Dark Mode] Disabled');
}
}
});
// Apply on load
applyDarkMode();
// Re-apply on dynamic content
var observer = new MutationObserver(function(mutations) {
if (enabled && !document.getElementById('universal-dark-mode-style')) {
applyDarkMode();
}
});
observer.observe(document.head, { childList: true });
console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');
})();
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();
GitHub - Boxxfish/rl-template: Standard repo structure I use for RL projects. · GitHub
Skip to content
BranchesTags
Repository files navigation
RL Template
A standard template I use for my RL projects.
Quickstart
First, edit pyproject.toml and the folder names to your project. There are
also some import statements you'll have to change, but the easiest way to do
that is a global replacement of rl_template with your new project name.
Next, install the project. You'll need uv and >=Python3.11.
uv sync
cd RUST_FOLDER_NAME && maturin build --release # Builds the Rust wheel for Python.
To see if everything works, run the PPO test. If you want logging, you'll need
to log into wandb, then uncomment the appropriate sections.
python PROJECT_NAME/experiments/test_ppo.py
License
This template repository is MIT licensed.
About
Standard repo structure I use for RL projects.
Resources
Readme
MIT license
Activity
Stars
2 stars
Watchers
1 watching
Forks
0 forks
Report repository
Releases
Packages
Used by
Contributors
Languages