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Farama-Foundation/HighwayEnv

A minimalist environment for decision-making in autonomous driving powered by reinforcement learning.

3.2K
Stable
Python
Agents & Orchestration
API Frameworks
Python
#autonomous-driving#reinforcement-learning#gym-environment

tirthajyoti/Data-science-best-resources

A curated collection of resources for data science and machine learning enthusiasts.

3.2K
Archived
Data Science
Tutorials & Courses
#data-science#machine-learning#analytics

seungeunrho/minimalRL

Minimal implementations of basic reinforcement learning algorithms in PyTorch for educational purposes.

3.2K
Archived
Python
Reinforcement Learning
Tutorials & Courses
PyTorch
#reinforcement-learning#deep-learning#educational

SkyworkAI/Skywork-R1V

An advanced multimodal AI model series for vision-language reasoning, developed by Skywork AI.

3.2K
Stable
Python
LLM Frameworks
Agents & Orchestration
Python
#multimodal#vision-language#reasoning

tensorflow/agents

A scalable and easy-to-use TensorFlow library for Contextual Bandits and Reinforcement Learning.

3.0K
Active
Python
RL Algorithms
Agents & Orchestration
TensorFlow
#bandits#contextual-bandits#dqn

endymecy/awesome-deeplearning-resources

A collection of deep learning and reinforcement learning research papers, codes, and resources.

3.0K
Active
React
#deep-learning#reinforcement-learning#research-papers

awesome-mlss/awesome-mlss

A curated list of Machine Learning Summer School resources for developers interested in AI and ML.

2.9K
Active
HTML
Tutorials & Courses
Awesome Lists
#machine-learning#summer-school#ai

eugeneyan/ml-surveys

A curated collection of survey papers summarizing advances in deep learning, NLP, CV, and other ML domains.

2.9K
Archived
Survey
#machine-learning#deep-learning#natural-language-processing

danijar/dreamerv3

An open-source project that explores the use of world models for reinforcement learning in diverse domains like Minecraft.

2.9K
Stable
Python
Reinforcement Learning
World Models
Jax
#reinforcement-learning#world-models#minecraft

letianzj/QuantResearch

A repository for quantitative analysis, strategies, and backtests for algorithmic trading and finance research.

2.8K
Archived
Jupyter Notebook
Machine Learning
API Frameworks
Jupyter Notebook
#algorithmic-trading#quantitative-finance#backtesting

werner-duvaud/muzero-general

An implementation of the MuZero reinforcement learning algorithm for general-purpose use cases.

2.8K
Archived
Python
Agents & Orchestration
CLI Tools
PyTorch
#reinforcement-learning#monte-carlo-tree-search#deep-learning

DLR-RM/rl-baselines3-zoo

A framework for training Stable Baselines3 reinforcement learning agents with hyperparameter optimization.

2.7K
Stable
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#hyperparameter-optimization#robotics

RLinf/RLinf

Reinforcement learning infrastructure for embodied and agentic AI

2.7K
Active
Python
Agentic AI & Reinforcement Learning Editors/Agents
RLinf
#agentic-ai#embodied-ai#reinforcement-learning

xlang-ai/OSWorld

A benchmark for multimodal AI agents to tackle open-ended tasks in real computer environments.

2.6K
Active
Python
Agents & Orchestration
Benchmark
Python
#multimodal-ai#agent-benchmarking#open-ended-tasks

haosulab/ManiSkill

An open-source GPU-accelerated robotics simulator and benchmark for manipulation skill learning.

2.6K
Active
Python
Robotics
Computer Vision
Python
#robotics-simulation#computer-vision#reinforcement-learning

google-deepmind/mctx

A JAX-based library for Monte Carlo tree search, a reinforcement learning technique useful for AI agents.

2.6K
Stable
Python
Reinforcement Learning
JAX
#jax#monte-carlo-tree-search#reinforcement-learning

MaximeVandegar/Papers-in-100-Lines-of-Code

Implementation of papers in 100 lines of code

2.6K
Active
Python
AI Editors/Agents/Copilot
Python
#GANS#Generative Models#Diffusion-Models

opendilab/PPOxFamily

A tutorial course on decision intelligence and deep reinforcement learning using Python.

2.5K
Experimental
Python
Reinforcement Learning
Tutorials & Courses
Python
#decision-intelligence#deep-reinforcement-learning#python

TradeMaster-NTU/TradeMaster

An open-source quantitative trading platform powered by reinforcement learning for finance and fintech developers.

2.5K
Experimental
Jupyter Notebook
Reinforcement Learning
API Frameworks
Jupyter Notebook
#finance#fintech#investment-strategies

lgsvl/simulator

A multi-robot simulator for autonomous vehicles, focused on AI and machine learning development.

2.4K
Archived
C#
Simulators
API Frameworks
ROS
#autonomous-vehicles#computer-vision#deep-learning
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