HuggingEnvs — RL Environments 101: building and scaling RL environments in the age of LLMs
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Sep 9, 2026 - Python
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openenv
Here are 254 public repositories matching this topic...
An OpenEnv benchmark testing the ability of AI agents to act as Site Reliability Engineers (SREs) by diagnosing and filtering raw production failure logs.
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Apr 8, 2026 - Python
Reproducible OpenEnv-compatible reinforcement-learning environments for social-media integrity moderation.
python docker machine-learning social-media reinforcement-learning graph-algorithms pytorch networkx social-network-analysis gymnasium ai-safety synthetic-data trust-and-safety content-moderation fastapi streamlit stable-baselines3 llm openenv
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Aug 27, 2026 - Python
A family of long-horizon software-engineering environments for OpenEnv, adapted from https://github.com/Proximal-Labs/frontier-swe
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Apr 26, 2026 - C
A rigorously formulated, non-stationary Partially Observable Markov Decision Process (POMDP) environment evaluating LLM crisis triage under real-world FEMA/ICS resource constraints. Features mathematical trajectory-aware reward shaping, NHPP disaster spawning, and 422→200 hallucination recovery.
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May 8, 2026 - JavaScript
OpenMedRL is an open-source reinforcement learning environment for benchmarking LLM-powered medical agents in emergency care. It simulates triage, dynamic patient progression, resource constraints, and uncertainty-aware clinical decision-making.
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Jun 21, 2026 - Python
Enterprise-grade OpenEnv environment for AI-driven customer support triage. Features stochastic noise, multi-turn dialogue reasoning, and deterministic reward scoring for benchmarking AI agents.
reinforcement-learning ai-safety ai-agents pytorch-hackathon llm-benchmarking openenv support-triage
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Jul 8, 2026 - Python
Enterprise AIOps Omni-Environment: A production-grade OpenEnv sandbox for evaluating RL agents on CloudOps, FinOps, and Data Governance tasks.
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Aug 18, 2026 - Python
Universal evaluation layer for standard RL environments. Measures what an agent learned - not just how much reward it accumulated.
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May 20, 2026 - Python
🐀 Fuzz your verifier before an RL agent does. Static + dynamic LLM security auditor to detect reward-hacking in RL post-training environments (OpenEnv, verifiers-spec, Gymnasium).
python reinforcement-learning static-analysis fuzzing ai-safety github-actions rl-safety llm-security agent-skills verifiers reward-hacking openenv
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Sep 1, 2026 - Python
we're addicted to solve some real issues ~ Team ComputeXor
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Apr 28, 2026 - Python
Deterministic evaluation environment for AI code reviewers covering bugs, security (OWASP), and architecture via FastAPI + OpenEnv.
security-audit ai static-analysis owasp code-review software-architecture evaluation-framework ai-agents fastapi llm llm-evaluation agent-benchmark openenv
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Apr 8, 2026 - Python
Gymnasium RL environment for AI-powered customer support triage — classify, prioritize, assign, and respond to emails under SLA pressure. Built for the OpenEnv spec.
reinforcement-learning customer-support gymnasium rl-environment stable-baselines3 openenv email-triage
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Apr 17, 2026 - Python
AI-powered system for low-exposure route optimization using AQI, simulation, and intelligent decision-making
python environment ai hackathon ml python3 pytorch ai-agents air-quality-sensor streamlit mlops-workflow openenv
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Apr 20, 2026 - Python
An agent must triage incoming support/compliance emails using respond, escalate, or archive while minimizing risk and maximizing completion quality.
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Apr 7, 2026 - Python
An OpenEnv RL environment where an LLM agent plays the buyer and negotiates against an LLM-powered seller over real marketplace listings.
python machine-learning reinforcement-learning rl rl-environment openenv grpo-training price-negotiator openenv-environment
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May 9, 2026 - Python
An OpenEnv-compliant reinforcement learning environment designed to train and evaluate AI agents on real-world SQL debugging, performance tuning, and schema design.
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Apr 11, 2026 - Python
📧 Intelligent Agentic Workflow for Autonomous Enterprise Email Triage. Built with OpenEnv, featuring Chain-of-Thought reasoning and Self-Correcting agent logic for high-stakes corporate routing.
pytorch ai-agents email-automation fastapi chain-of-thought llm-agents openenv meta-pytorch-hackathon
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Apr 12, 2026 - Python
CyberRange is an advanced, self-improving simulated environment designed to train and benchmark autonomous security agents in complex enterprise incident response.
machine-learning reinforcement-learning incident-response pytorch cybersecurity soc agentic-workflow openenv
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Sep 7, 2026 - Python
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