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AI4Finance-Foundation/FinRL-Tutorials

FinRL Tutorials - a collection of Jupyter Notebooks for financial reinforcement learning.

1.2K
Experimental
Jupyter Notebook
ML Ops
Databases
#finance#reinforcement-learning#jupyter-notebook

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

rail-berkeley/hil-serl

This Python library from UC Berkeley's RAIL lab is focused on reinforcement learning research and applications.

1.2K
Stable
Python
Agents & Orchestration
API Frameworks
None
#reinforcement-learning#research#ai-applications

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

ChenmienTan/RL2

No description available for a Python repository focused on reinforcement learning.

1.2K
Active
Python
LLM Frameworks
CLI Tools
Python
#reinforcement-learning#machine-learning#cli-tool

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

openai/procgen

Procedurally-generated game-like environments for AI and reinforcement learning research.

1.1K
Archived
C++
Agents & Orchestration
Reinforcement Learning
#reinforcement-learning#game-dev#procedural-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

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

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

vietnh1009/Super-mario-bros-A3C-pytorch

An A3C algorithm implementation for training an AI agent to play Super Mario Bros

1.1K
Archived
Python
Reinforcement Learning
PyTorch
#reinforcement-learning#ai#mario

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

Ricky-7-Yan/intelligent-audit-system

An intelligent audit decision system powered by large language models and advanced AI technologies like knowledge graphs and reinforcement learning.

1.1K
Active
Python
LLM Frameworks
RAG & Vector
FastAPI
#intelligent-decision-making#knowledge-graph#reinforcement-learning

alexfrom0815/Online-3D-BPP-PCT

A Python library for efficient online 3D bin packing using deep reinforcement learning and packing configuration trees.

1.1K
Active
Python
Reinforcement Learning
API Frameworks
Python
#3d-packing#bin-packing#online-packing

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

andyzeng/visual-pushing-grasping

A deep reinforcement learning library for training robotic agents to plan pushing and grasping actions for manipulation tasks.

1.1K
Archived
Python
Computer Vision
Deep Learning
Python
#computer-vision#deep-learning#deep-reinforcement-learning
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