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ucla-rlcourse/RLexample

A collection of basic examples for learning and experimenting with Reinforcement Learning in Python.

1.3K
Active
Python
Reinforcement Learning
#reinforcement-learning#examples#python

uccl-project/uccl

Efficient communication library for GPUs, covering collectives, P2P, and EP for AI/ML workloads

1.2K
Active
C++
GPU Frameworks
API Frameworks
C++
#ai#gpu#hpc

sail-sg/understand-r1-zero

A critical perspective on understanding R1-Zero-Like Training, a technique for large language models.

1.2K
Stable
Python
LLM Frameworks
Documentation
Python
#llm#reasoning#r1-zero

meta-pytorch/OpenEnv

An interface library for reinforcement learning (RL) post-training with environments.

1.2K
Active
Python
Agents & Orchestration
CLI Tools
Python
#reinforcement-learning#rl#environments

vmayoral/basic_reinforcement_learning

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

1.2K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
#artificial-intelligence#deep-learning#neural-networks

araffin/rl-baselines-zoo

A collection of pre-trained reinforcement learning agents with training and hyperparameter optimization tools.

1.2K
Archived
Python
Reinforcement Learning
CLI Tools
OpenAI Gym
#reinforcement-learning#hyperparameter-tuning#gym

google-deepmind/android_env

This is a research project on reinforcement learning on Android devices, not a vibe-coder tool.

1.2K
Active
Python
Reinforcement Learning
Android
#android#reinforcement-learning#research

fan-ziqi/rl_sar

A C++ library for simulation and deployment of robot reinforcement learning algorithms for quadruped, wheeled, and humanoid robots.

1.2K
Stable
C++
Agents & Orchestration
Robotics
#robotics#reinforcement-learning#simulation

roboticslibrary/rl

A C++ library for rigid body kinematics, dynamics, motion planning, and control, useful for robotics and related applications.

1.2K
Experimental
C++
API Frameworks
Databases
#robotics#kinematics#dynamics

inclusionAI/AWorld

An open-source framework for building, evaluating, and training general multi-agent assistance systems using AI tools.

1.1K
Active
Python
Agents & Orchestration
LLM Frameworks
Python
#agent-framework#agent-learning#agent-runtime

williamFalcon/DeepRLHacks

A collection of hacks and techniques for training reinforcement learning systems from a Deep RL Bootcamp lecture.

1.1K
Archived
Agents & Orchestration
Tutorials & Courses
#reinforcement-learning#deep-learning#machine-learning

PrimeIntellect-ai/prime-rl

An async RL training library for scaling AI model training and deployment.

1.1K
Active
Python
ML Ops
API Frameworks
Python
#reinforcement-learning#async-training#scaling

huawei-noah/SMARTS

A scalable multi-agent reinforcement learning simulator for autonomous driving research and development.

1.1K
Archived
Python
Agents & Orchestration
API Frameworks
Python
#autonomous-driving#reinforcement-learning#simulation

xid32/SoundMind

A dataset and reinforcement learning algorithm for endowing audio language models with bimodal reasoning abilities.

1.1K
Stable
Python
LLM Frameworks
Datasets
Python
#audio-language-model#audio-reasoning#dataset

spragunr/deep_q_rl

A Theano-based implementation of Deep Q-learning, a reinforcement learning algorithm.

1.1K
Archived
Python
Agents & Orchestration
#deep-learning#reinforcement-learning#theano

PKU-Alignment/omnisafe

OmniSafe is an infrastructural framework for accelerating safe reinforcement learning research.

1.1K
Experimental
Python
Reinforcement Learning
Constraint Satisfaction Problem
PyTorch
#safe-reinforcement-learning#benchmark#constraint-rl

RL-VIG/LibFewShot

A comprehensive library for few-shot learning in Python with PyTorch, featuring state-of-the-art algorithms.

1.1K
Stable
Python
Fine-tuning
Meta-learning
PyTorch
#few-shot-learning#image-classification#meta-learning

facebookresearch/mbrl-lib

A Python library for Model-Based Reinforcement Learning research and development.

1.1K
Archived
Python
Reinforcement Learning
API Frameworks
#model-based-rl#reinforcement-learning#research

hanjuku-kaso/awesome-offline-rl

An index of algorithms for offline reinforcement learning (offline-rl) targeting AI and ML researchers.

1.1K
Archived
Reinforcement Learning
Tutorials & Courses
#offline-reinforcement-learning#reinforcement-learning#machine-learning

luchris429/purejaxrl

Fast and efficient Jax-based reinforcement learning implementations for developers building AI-powered applications.

1.0K
Archived
Python
Reinforcement Learning Algorithms
CLI Tools
Python
#reinforcement-learning#jax#ppo
12346

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