openenv/pr_813/en/_app/immutable/nodes/3.6830b23f.js

import{s as V,n as Z,o as Q}from"../chunks/scheduler.2b22cead.js";import{S as Y,i as N,e as p,s as o,c as O,h as X,a as v,d as a,b as d,f as J,g as A,j as w,k as f,l as ee,m as s,n as S,t as G,o as P,p as U}from"../chunks/index.1a0e8013.js";import{C as re,H as K,E as ae}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.f5f19e58.js";function se(z){let n,k,y,D,m,_,g,L,t,q='<p>The environments listed here may not reflect the latest additions. For the official OpenEnv collection, see the <a href="https://huggingface.co/openenv" rel="nofollow">OpenEnv organization on Hugging Face</a>. You may also find additional community environments tagged <code>agent-environment</code> on <a href="https://huggingface.co/spaces?category=agent-environment" rel="nofollow">Hugging Face Spaces</a>. The environments highlighted below are a curated selection.</p>',C,h,B="The OpenEnv community has built a catalog of ready-to-run environments that cover deterministic smoke tests, full developer workflows, and multi-step reasoning challenges. Explore the surface area below and jump directly into the guides for each environment.",E,i,I='<div class="w-full flex flex-col space-y-4 md:space-y-0 md:grid md:grid-cols-3 md:gap-4"><div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Echo</div> <p class="text-sm">Minimal observation/action loop for verifying client integrations, CI pipelines, and onboarding flows in seconds.</p> <div class="flex gap-2 mt-3"><a href="environments/echo" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/openenv/echo_env" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Coding</div> <p class="text-sm">Secure sandbox with filesystem access and evaluation hooks for executing generated code and building autonomous dev workflows.</p> <div class="flex gap-2 mt-3"><a href="environments/coding" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/openenv/coding_env" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Jupyter</div> <p class="text-sm">Notebook-style coding environment backed by E2B with setup/verify hooks and a web UI for interactive runs.</p> <div class="flex gap-2 mt-3"><a href="environments/jupyter" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Terminus</div> <p class="text-sm">Terminal-first coding environment with high-contrast shell output and session controls for execute/verify/close flows.</p> <div class="flex gap-2 mt-3"><a href="environments/terminus" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Coding Tools</div> <p class="text-sm">SETA-style multi-tool coding environment with shell, file editing, search, todos, and submit verification.</p> <div class="flex gap-2 mt-3"><a href="environments/coding_tools" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Chat</div> <p class="text-sm">Message-driven loop tailored for conversational agents that need structured turns, safety rails, and message attribution.</p> <div class="flex gap-2 mt-3"><a href="environments/chat" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/openenv/chat_env" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Atari</div> <p class="text-sm">Classic Arcade Learning Environment tasks packaged for fast benchmarking of reinforcement-learning style agents.</p> <div class="flex gap-2 mt-3"><a href="environments/atari" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/openenv/atari_env" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">OpenSpiel</div> <p class="text-sm">Multi-agent, game-theory workloads powered by DeepMind&#39;s OpenSpiel suite, ideal for search and self-play experiments.</p> <div class="flex gap-2 mt-3"><a href="environments/openspiel" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/openenv/openspiel_env" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">SUMO-RL</div> <p class="text-sm">Traffic control scenarios with SUMO simulators for agents that reason about continuous control and scheduling.</p> <div class="flex gap-2 mt-3"><a href="environments/sumo" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">FinRL</div> <p class="text-sm">Financial market simulations with portfolio APIs, perfect for RLHF strategies and algorithmic trading experiments.</p> <div class="flex gap-2 mt-3"><a href="environments/finrl" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">TextArena</div> <p class="text-sm">Multi-task text arena for language-game competitions such as Wordle, reasoning puzzles, and program synthesis.</p> <div class="flex gap-2 mt-3"><a href="environments/textarena" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/burtenshaw/textarena_env" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Git</div> <p class="text-sm">Teaches agents to navigate repositories, inspect diffs, and land changes via Git-native operations.</p> <div class="flex gap-2 mt-3"><a href="environments/git" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">DIPG Safety</div> <p class="text-sm">Safety-critical diagnostics from the DIPG benchmark, highlighting guardrails, adversarial prompts, and risk scoring.</p> <div class="flex gap-2 mt-3"><a href="environments/dipg" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/surfiniaburger/dipg-gym" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Snake</div> <p class="text-sm">Classic snake game environment for RL research with configurable grids, partial observability, and customizable rewards.</p> <div class="flex gap-2 mt-3"><a href="environments/snake" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/Crashbandicoote2/snake_env" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Web Search</div> <p class="text-sm">Web search environment for RL research with configurable grids, partial observability, and customizable rewards.</p> <div class="flex gap-2 mt-3"><a href="environments/websearch" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/lawhy/web_search" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">BrowserGym</div> <p class="text-sm">Browser automation environment for web agents with DOM interaction, navigation, and multi-step task completion.</p> <div class="flex gap-2 mt-3"><a href="environments/browsergym" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/burtenshaw/browsergym-v2" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">KernRL</div> <p class="text-sm">RL environment for GPU kernel optimization. Train LLM agents to write fast CUDA/Triton kernels that beat baseline implementations.</p> <div class="flex gap-2 mt-3"><a href="environments/kernrl" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Calendar</div> <p class="text-sm">Calendar tool-use environment exposing a Calendar Gym through the OpenEnv reset/step/state interface for scheduling agents.</p> <div class="flex gap-2 mt-3"><a href="environments/calendar" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">CARLA</div> <p class="text-sm">Embodied evaluation environment for testing LLM decision-making in a full 3D driving simulator with irreversible consequences and ethical trolley scenarios.</p> <div class="flex gap-2 mt-3"><a href="environments/carla" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/sergiopaniego/carla-env" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Chess</div> <p class="text-sm">Chess RL environment powered by the moonfish engine with configurable opponents, position evaluation, and full chess rules.</p> <div class="flex gap-2 mt-3"><a href="environments/chess" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Connect4</div> <p class="text-sm">Classic Connect Four board game environment for training agents on turn-based strategy with a 6×7 grid.</p> <div class="flex gap-2 mt-3"><a href="environments/connect4" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">DM Control</div> <p class="text-sm">Generic OpenEnv wrapper for dm_control.suite, providing access to all MuJoCo-based continuous control tasks like cartpole, walker, and humanoid.</p> <div class="flex gap-2 mt-3"><a href="environments/dm_control" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">FinQA</div> <p class="text-sm">Financial question-answering environment that evaluates LLMs on complex financial questions using tool calls on SEC 10-K filing data.</p> <div class="flex gap-2 mt-3"><a href="environments/finqa" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Grid World</div> <p class="text-sm">Simple 5×5 grid world RL testbed and step-by-step guide for building new OpenEnv environments from scratch.</p> <div class="flex gap-2 mt-3"><a href="environments/grid_world" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/yuvrajpant56/grid_world_env" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Julia</div> <p class="text-sm">Julia code execution environment with test result tracking and reward calculation for RL training on Julia programming tasks.</p> <div class="flex gap-2 mt-3"><a href="environments/julia" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Maze</div> <p class="text-sm">Gridworld maze where agents navigate from start to exit while avoiding walls, with configurable 8×8 layouts.</p> <div class="flex gap-2 mt-3"><a href="environments/maze" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">OpenApp</div> <p class="text-sm">Web application simulation wrapping the OpenApps framework and BrowserGym for training UI agents on calendar, todo, messenger, and maps apps.</p> <div class="flex gap-2 mt-3"><a href="environments/openapp" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Reasoning Gym</div> <p class="text-sm">Integrates the Reasoning Gym library to provide single-step reasoning tasks with configurable datasets and scoring.</p> <div class="flex gap-2 mt-3"><a href="environments/reasoning_gym" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">REPL</div> <p class="text-sm">Python REPL environment for code execution tasks based on the Recursive Language Models paradigm with sandboxed execution and context loading.</p> <div class="flex gap-2 mt-3"><a href="environments/repl" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">TB2</div> <p class="text-sm">OpenEnv wrapper for Terminal-Bench 2 tasks with local and Docker execution modes for terminal-based agent evaluation.</p> <div class="flex gap-2 mt-3"><a href="environments/tbench2" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Unity</div> <p class="text-sm">OpenEnv wrapper for Unity ML-Agents environments, providing access to Unity&#39;s RL environments through HTTP/WebSocket interfaces.</p> <div class="flex gap-2 mt-3"><a href="environments/unity" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Wildfire</div> <p class="text-sm">Autonomous wildfire-control simulation where agents contain spreading fires using water, firebreaks, and timing under dynamic conditions.</p> <div class="flex gap-2 mt-3"><a href="environments/wildfire" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Agent World Model</div> <p class="text-sm">AgentWorldModel-1K — 1,000 synthetic MCP tool-use environments with 10,000 tasks for large-scale agentic RL training.</p> <div class="flex gap-2 mt-3"><a href="environments/agent_world_model" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/ChilleD/agent_world_model_env" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">OpenCode</div> <p class="text-sm"><code>opencode_env</code> runs the OpenCode coding agent inside an isolated E2B sandbox against any OpenAI-compatible LLM endpoint, optionally capturing per-token logprobs.</p> <div class="flex gap-2 mt-3"><a href="environments/opencode" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a></div></div></div>',M,l,W='<p>Want to publish your own environment? Head over to the <a href="getting_started/environment-builder">Build Your Own Environment</a> guide for a step-by-step walkthrough.</p>',$,b,H,c,j='<div class="w-full flex flex-col space-y-4 md:space-y-0 md:grid md:grid-cols-3 md:gap-4"><div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">RLVE Gym</div> <p class="text-sm">A suite of 400 environments that procedurally generate reasoning problems for LM training with configurable difficulty.</p> <div class="flex gap-2 mt-3"><a href="https://huggingface.co/spaces/ZhiyuanZeng/RLVE_Gym/blob/main/README.md" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/ZhiyuanZeng/RLVE_Gym" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div> <div class="border dark:border-gray-700 p-5 rounded-lg shadow"><div class="font-bold mb-2">Reasoning Core</div> <p class="text-sm">Formally verifiable symbolic reasoning tasks across logic, mathematics, planning, syntax, and related procedural domains.</p> <div class="flex gap-2 mt-3"><a href="https://huggingface.co/spaces/reasoning-core/reasoning-core-openenv/blob/main/README.md" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">📄 Docs</a> <a href="https://huggingface.co/spaces/reasoning-core/reasoning-core-openenv" class="!no-underline border dark:border-gray-700 px-3 py-1 rounded text-sm hover:shadow">🤗 HF</a></div></div></div>',T,u,F,x,R;return m=new re({props:{containerStyle:"float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"}}),g=new K({props:{title:"Environments",local:"environments",headingTag:"h1"}}),b=new K({props:{title:"Community Environments",local:"community-environments",headingTag:"h2"}}),u=new ae({props:{source:"https://github.com/huggingface/openenv/blob/main/docs/source/environments.md"}}),{c(){n=p("meta"),k=o(),y=p("p"),D=o(),O(m.$$.fragment),_=o(),O(g.$$.fragment),L=o(),t=p("blockquote"),t.innerHTML=q,C=o(),h=p("p"),h.textContent=B,E=o(),i=p("div"),i.innerHTML=I,M=o(),l=p("blockquote"),l.innerHTML=W,$=o(),O(b.$$.fragment),H=o(),c=p("div"),c.innerHTML=j,T=o(),O(u.$$.fragment),F=o(),x=p("p"),this.h()},l(e){const r=X("svelte-u9bgzb",document.head);n=v(r,"META",{name:!0,content:!0}),r.forEach(a),k=d(e),y=v(e,"P",{}),J(y).forEach(a),D=d(e),A(m.$$.fragment,e),_=d(e),A(g.$$.fragment,e),L=d(e),t=v(e,"BLOCKQUOTE",{class:!0,"data-svelte-h":!0}),w(t)!=="svelte-hv6d62"&&(t.innerHTML=q),C=d(e),h=v(e,"P",{"data-svelte-h":!0}),w(h)!=="svelte-6d538o"&&(h.textContent=B),E=d(e),i=v(e,"DIV",{class:!0,"data-svelte-h":!0}),w(i)!=="svelte-uo1ql7"&&(i.innerHTML=I),M=d(e),l=v(e,"BLOCKQUOTE",{class:!0,"data-svelte-h":!0}),w(l)!=="svelte-16dr834"&&(l.innerHTML=W),$=d(e),A(b.$$.fragment,e),H=d(e),c=v(e,"DIV",{class:!0,"data-svelte-h":!0}),w(c)!=="svelte-uvp1bp"&&(c.innerHTML=j),T=d(e),A(u.$$.fragment,e),F=d(e),x=v(e,"P",{}),J(x).forEach(a),this.h()},h(){f(n,"name","hf:doc:metadata"),f(n,"content",oe),f(t,"class","note"),f(i,"class","mt-6"),f(l,"class","tip"),f(c,"class","mt-6")},m(e,r){ee(document.head,n),s(e,k,r),s(e,y,r),s(e,D,r),S(m,e,r),s(e,_,r),S(g,e,r),s(e,L,r),s(e,t,r),s(e,C,r),s(e,h,r),s(e,E,r),s(e,i,r),s(e,M,r),s(e,l,r),s(e,$,r),S(b,e,r),s(e,H,r),s(e,c,r),s(e,T,r),S(u,e,r),s(e,F,r),s(e,x,r),R=!0},p:Z,i(e){R||(G(m.$$.fragment,e),G(g.$$.fragment,e),G(b.$$.fragment,e),G(u.$$.fragment,e),R=!0)},o(e){P(m.$$.fragment,e),P(g.$$.fragment,e),P(b.$$.fragment,e),P(u.$$.fragment,e),R=!1},d(e){e&&(a(k),a(y),a(D),a(_),a(L),a(t),a(C),a(h),a(E),a(i),a(M),a(l),a($),a(H),a(c),a(T),a(F),a(x)),a(n),U(m,e),U(g,e),U(b,e),U(u,e)}}}const oe='{"title":"Environments","local":"environments","sections":[{"title":"Community Environments","local":"community-environments","sections":[],"depth":2}],"depth":1}';function de(z){return Q(()=>{new URLSearchParams(window.location.search).get("fw")}),[]}class le extends Y{constructor(n){super(),N(this,n,de,se,V,{})}}export{le as component};