Framework for evaluating and improving agents
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Oct 12, 2026 - Python
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rl-environments
Here are 45 public repositories matching this topic...
A curated, non-BS library of the best resources for building and evaluating AI agents — papers, blogs, talks, tools, benchmarks. Maintained by BenchFlow.
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Oct 9, 2026
Turn any repository into verifiable RL environments for coding agents - Harbor tasks you can train on, evaluate and share on the Hugging Face Hub
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Oct 11, 2026 - Python
FineEnvs — RL Environments 101: building and scaling RL environments in the age of LLMs
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Oct 11, 2026 - Python
A Universal Platform for Training and Evaluation of Mobile Interaction
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Sep 24, 2025 - Python
A graphical interface for reinforcement learning and gym-based environments.
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Mar 24, 2023 - Python
Interoperating between (Deep) Reiforcement Learning libraries
reinforcement-learning deep-learning reinforcement-learning-algorithms rl flax jax reinforcement-learning-environments rl-environments
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Mar 6, 2024 - Python
Gymnasium-style API standard for RL environment creation in JAX
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May 19, 2026 - Python
Awesome Environment Scaling for AI Agents — a periodically updated survey and curated list of papers, projects, RL environments, world models, agent sandboxes, and open research problems
awesome reinforcement-learning survey awesome-list ai-agents world-models rl-environments agent-sandbox llm llm-agents agentic-ai agent-memory agent-environments synthetic-environments environment-scaling
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Aug 31, 2026
Workspace manager for coding agents. Interactively solve and develop Harbor tasks.
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Oct 7, 2026 - Python
Create new gridworld gym environments easily
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Jul 2, 2020 - Python
An agentic auditor for RL environments and eval suites. Emits an Environment Card: every claim tied to a probe result, and every probe that could not run, with the reason.
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Sep 19, 2026 - Python
Check the checker: an open standard for testing the graders of RL environments, with proof before every accusation.
python reinforcement-learning mutation-testing evaluation benchmarks grader ai-safety verifier rl-environments ai-evaluation evals llm-evaluation coding-agents rlvr reward-function reward-hacking
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Oct 6, 2026 - Python
Turn any real software into a replayable RL environment for training AI agents — deterministic replay, verifiable rewards, TRL & verifiers adapters.
python machine-learning reinforcement-learning ai-agents post-training rl-environments trl llm grpo verifiable-rewards agent-training
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Aug 21, 2026 - Python
Adversarial QA for LLM-RL environments: find out what reward an empty answer earns. Model-free, zero API cost.
python testing reinforcement-learning ci evaluation fuzzing pytest-plugin quality-assurance grader ai-safety red-teaming rl-environments llm rlhf llm-evaluation verifiers reward-hacking adversarial-testing prime-intellect openenv
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Aug 14, 2026 - Python
AI agents build, test and fix factories on real physics. Place belts, scales and pushers. Run the line. Watch boxes spill and jam. Fix it. Hand it over for a scored production run.
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Oct 10, 2026 - Python
A configurable 3D jump-chess framework with A/B geometries, multi-player rule switches, and RL/self-play training support.
benchmarking benchmark simulation pathfinding multi-agent benchmarks simulations board-games spatial-reasoning ai-research game-environment rl-environment reinforcement-learning-environments rl-environments 3d-checkers-game multi-agent-rl chinese-checkers-ai
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Oct 4, 2026 - Python
Independent exact certification of machine-generated mathematics — exact arithmetic, no code shared with the claimant, refusal as a verdict.
combinatorics reproducibility interval-arithmetic number-theory tensor-decomposition automated-reasoning computer-assisted-proof rl-environments rigorous-numerics exact-arithmetic ai4math llm-evaluation rlvr alphaevolve reward-hacking llm-benchmark mathematical-discovery erdos-problems ai-for-math certified-computation
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Oct 12, 2026 - HTML
A curated list of environments, benchmarks, datasets, and RL training resources for workplace AI agents: email, chat, calendar, docs, and enterprise apps.
benchmark awesome reinforcement-learning email mcp awesome-list datasets ai-agents synthetic-data post-training tool-use rl-environments feishu llm enterprise-ai llm-agents computer-use agent-benchmark agentic-rl workplace-agents
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Oct 8, 2026 - Python
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