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vietnh1009/Super-mario-bros-PPO-pytorch

A PyTorch implementation of the Proximal Policy Optimization (PPO) algorithm for training an AI agent to play Super Mario Bros.

1.3K
Archived
Python
Reinforcement Learning
Game AI
PyTorch
#reinforcement-learning#ai-gaming#super-mario

reiniscimurs/DRL-robot-navigation

A deep reinforcement learning project for mobile robot navigation in a Gazebo simulator using the ROS framework.

1.3K
Stable
Python
Reinforcement Learning
Backend Frameworks
ROS
#deep-reinforcement-learning#robot-navigation#gazebo

modelscope/AgentEvolver

AgentEvolver is a Python library for building self-evolving agent systems powered by large language models and reinforcement learning.

1.3K
Active
Python
Agents & Orchestration
LLM Frameworks
Python
#agent-system#reinforcement-learning#llm

patrick-llgc/Learning-Deep-Learning

A collection of paper reading notes on deep learning and machine learning topics.

1.2K
Active
Jupyter Notebook
Computer Vision
Tutorials & Courses
#deep-learning#machine-learning#computer-vision

MorvanZhou/Evolutionary-Algorithm

An evolutionary algorithm library in Python for developers interested in AI and machine learning.

1.2K
Archived
Python
Evolutionary Algorithm
Tutorials & Courses
Python
#evolutionary-algorithm#genetic-algorithm#reinforcement-learning

sudharsan13296/Hands-On-Meta-Learning-With-Python

A collection of notebooks for learning various meta-learning techniques like MAML, Reptile, and One-Shot Learning.

1.2K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
Tensorflow
#deep-learning#meta-learning#few-shot-learning

ericyangyu/PPO-for-Beginners

A simple and well-styled implementation of the PPO reinforcement learning algorithm, with a tutorial series

1.2K
Archived
Python
Reinforcement Learning Algorithms
Tutorials & Courses
PyTorch
#ppo#reinforcement-learning#machine-learning

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

NeymarL/ChineseChess-AlphaZero

Implement AlphaZero/AlphaGo Zero methods for Chinese chess using Python and deep learning.

1.2K
Archived
Python
Reinforcement Learning
API Frameworks
Python
#alphazero#chinese-chess#deep-learning

chainer/chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer, a popular deep learning framework.

1.2K
Archived
Python
Reinforcement Learning
API Frameworks
Chainer
#reinforcement-learning#deep-learning#machine-learning

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

flow-project/flow

A computational framework for reinforcement learning in traffic control and autonomous vehicle management.

1.2K
Archived
Python
Reinforcement Learning
API Frameworks
Python
#traffic-control#autonomous-vehicles#reinforcement-learning

aitorzip/DeepGTAV

A C++ plugin that transforms Grand Theft Auto V into a self-driving car research environment

1.2K
Archived
C++
Computer Vision
Reinforcement Learning
#self-driving-car#reinforcement-learning#dataset-generation

pskrunner14/trading-bot

A stock trading bot using deep reinforcement learning to learn profitable trading strategies.

1.1K
Archived
Jupyter Notebook
Agents & Orchestration
API Frameworks
Jupyter Notebook
#stock-trading#deep-reinforcement-learning#q-learning

robotlearning123/awesome-isaac-gym

A curated collection of resources for the NVIDIA Isaac Gym framework, a reinforcement learning and robotics platform.

1.1K
Active
Python
Reinforcement Learning
Robotics
Python
#isaac-gym#reinforcement-learning#robotics

offchan42/machine-learning-curriculum

A comprehensive curriculum for learning machine learning and AI development in Python.

1.1K
Archived
ML Ops
Tutorials & Courses
Python
#machine-learning#deep-learning#neural-networks

nnaisense/evotorch

Advanced evolutionary computation library built on PyTorch for AI and machine learning applications.

1.1K
Active
Python
ML Ops
Optimization Algorithms
PyTorch
#evolutionary-algorithms#optimization#distributed

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

Tencent-Hunyuan/MixGRPO

MixGRPO is a Python library that unlocks flow-based GRPO efficiency with mixed ODE-SDE for diffusion and reinforcement learning.

1.1K
Stable
Python
Agents & Orchestration
Reinforcement-Learning
#diffusion#grpo#reinforcement-learning
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