#reinforcement-learning (30 Repositories)
Ranked open-source repositories tagged with #reinforcement-learning, scored by pull request acceptance likelihood and maintainer engagement velocity.
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30 repositories tagged #reinforcement-learning
verl-project/verl-omni
Multimodal RL training framework for diffusion & omni models
Human-Agent-Society/reef
Infrastructure for continually self‑improving agents
NVlabs/Sana
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer
ray-project/ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Tencent-Hunyuan/UniRL
UniRL is a Framework for Unified Multimodal Model Reinforcement Learning
kvcache-ai/Mooncake
Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.
microsoft/agent-lightning
The absolute trainer to light up AI agents.
areal-project/AReaL
The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.
unilabsim/UniLab
UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms
RLinf/RLinf
RLinf: Reinforcement Learning Infrastructure for Embodied and Agentic AI
NVIDIA-NeMo/Gym
Evaluate and improve models and agents using environments
Farama-Foundation/MO-Gymnasium
Multi-objective Gymnasium environments for reinforcement learning
google-deepmind/envlogger
A tool for recording RL trajectories.
upkie/upkie
Open-source wheeled biped robots
Farama-Foundation/Gymnasium
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
Farama-Foundation/PettingZoo
A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities
joeynyc/awesome-microduck
A curated list of software, simulators, policies, agent tools and coverage for the Pollen Robotics / Hugging Face Microduck robot
hud-evals/hud-python
RL environments + evals for AI agents. Define once, train anything.
rllm-org/rllm
Democratizing Reinforcement Learning for LLMs
InternLM/xtuner
A Next-Generation Training Engine Built for Ultra-Large MoE Models
inclusionAI/Awex
A high-performance RL training-inference weight synchronization framework, designed to enable second-level parameter updates from training to inference in RL workflows
enactic/openarm
A fully open-source humanoid arm for physical AI research and deployment in contact-rich environments.
mujocolab/mjlab
Isaac Lab API, powered by MuJoCo-Warp, for RL and robotics research
WoodOxen/tactics2d
Tactics2D: A Reinforcement Learning Environment Library with Generative Scenarios for Driving Decision-making
pytorch/rl
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
redai-studio/Relax
An Asynchronous Reinforcement Learning Engine for Omni-Modal Post-Training at Scale
OpenPipe/ART
Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!
RoboVerseOrg/RoboVerse
RoboVerse: Towards a Unified Platform, Dataset and Benchmark for Scalable and Generalizable Robot Learning
VowpalWabbit/vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
airbus/scikit-decide
AI framework for Reinforcement Learning, Automated Planning and Scheduling