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walkinglabs / hands-on-modern-rl

πŸš€ An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

β–² ~47/7d β˜… 4.8k Jupyter Notebook today
simpler-env / SimplerEnv

Evaluating and reproducing real-world robot manipulation policies (e.g., RT-1, RT-1-X, Octo) in simulation under common setups (e.g., Google Robot, WidowX+Bridge) (CoRL 2024)

β–² ~7/7d β˜… 1.2k Jupyter Notebook 22d ago
google / brax

Massively parallel rigidbody physics simulation on accelerator hardware.

β–² ~2/7d β˜… 3.3k Jupyter Notebook 2d ago
facebookresearch / Pearl

A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

β–² ~0/7d β˜… 3.0k Jupyter Notebook 1d ago
huawei-noah / HEBO

Bayesian optimisation & Reinforcement Learning library developed by Huawei Noah's Ark Lab

β–² ~0/7d β˜… 2.8k Jupyter Notebook 10d ago
microsoft / TextWorld

​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.

β–² ~0/7d β˜… 1.5k Jupyter Notebook 5d ago
yuxiangh383 / rl-interval-estimation

Multi-agent reinforcement learning in a macroeconomic environment, with V-learning and bootstrap confidence intervals for government policy parameters.

β–² ~0/7d β˜… 34 Jupyter Notebook 1mo ago
aws / amazon-sagemaker-examples

Example πŸ““ Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.