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Reinforcement Learning

167 projects

Showing 36 of 167 projects

DeepMind Lab
DeepMind LabC

A customizable 3D platform based on Quake III for agent-based AI and deep reinforcement learning research.

#3d-environment#simulation#lua-scripting
Stars7.4k
Forks1.4k
Last commit3 years ago
Policy Gradient
Policy GradientPython

A TensorFlow-based deep learning and reinforcement learning library designed for researchers and engineers, offering customizable neural layers.

#neural-network#a3c#high-performance
Stars7.4k
Forks1.6k
Last commit3 years ago
TensorLayer
TensorLayerPython

A TensorFlow-based deep learning and reinforcement learning library designed for researchers and engineers with customizable neural layers.

#neural-network#model-training#a3c
Stars7.4k
Forks1.6k
Last commit3 years ago
TensorTrade
TensorTradePython

An open-source Python framework for building, training, and evaluating reinforcement learning agents for algorithmic trading.

#openai-gym#backtesting#algorithmic-trading
Stars7.2k
Forks1.3k
Last commit8 months ago
Serpent.AI - Game agent framework: Use any video game as a deep learning sandbox
Serpent.AI - Game agent framework: Use any video game as a deep learning sandboxPython

A Python framework for creating AI agents that learn to play any video game you own.

#game-ai#sandbox-environment#game-bots
Stars7.0k
Forks796
Last commit
AI in Finance
AI in Finance

A curated list of awesome resources for applying LLMs and deep learning to financial market analysis and algorithmic trading.

#neural-network#backtesting#algorithmic-trading
Stars6.7k
Forks862
Last commit1 month ago
Syllabus
SyllabusJupyter Notebook

An open course on reinforcement learning with a practical focus, featuring hands-on labs and comprehensive materials for both online and on-campus students.

#pytorch-tutorials#mooc#openai-gym
Stars6.6k
Forks1.8k
Last commit
Practical_RL
Practical_RLJupyter Notebook

An open course on reinforcement learning with a practical focus, featuring hands-on labs and comprehensive materials for both online and on-campus students.

#pytorch-tutorials#mooc#openai-gym
Stars6.6k
Forks1.8k
Last commit6 months ago
tensorpack
tensorpackPython

A high-performance neural network training interface for TensorFlow focused on speed, flexibility, and reproducible research.

#multi-gpu#deep-learning#neural-networks
Stars6.3k
Forks1.8k
Last commit3 years ago
tensorpack
tensorpackPython

A high-performance neural network training interface for TensorFlow, optimized for speed and research flexibility.

#neural-network-training#deep-learning#neural-networks
Stars6.3k
Forks1.8k
Last commit3 years ago
MedicalGPT
MedicalGPTPython

An open-source pipeline for training medical domain GPT models using PT, SFT, RLHF, DPO, ORPO, and GRPO methods.

#medicalgpt#dpo#medical-ai
Stars5.9k
Forks810
Last commit1 month ago
stockpredictionai
stockpredictionaiJavaScript

A complete AI-driven process using GANs with LSTM and CNN to predict stock price movements, incorporating diverse data sources and hyperparameter optimization.

#mxnet#time-series-forecasting#bayesian-optimization
Stars5.6k
Forks1.9k
Last commit
leela-zero
leela-zeroC++

An open-source Go engine that replicates AlphaGo Zero's architecture, learning solely through self-play without human knowledge.

#game-ai#opencl#deep-learning
Stars5.6k
Forks1.0k
Last commit2 years ago
keras-rl
keras-rlPython

A Python library implementing state-of-the-art deep reinforcement learning algorithms with seamless Keras integration.

#openai-gym#neural-networks#ddpg
Stars5.5k
Forks1.3k
Last commit3 years ago
Emulation of Nintendo Game Boy
Emulation of Nintendo Game BoyPython

A high-performance Game Boy emulator written in Python, designed for AI training, game automation, and classic gameplay.

#cython#game-automation#gameboy-emulator-library
Stars5.2k
Forks541
Last commit3 days ago
TensorFlow Book
TensorFlow BookJupyter Notebook

Official code repository for the 'Machine Learning with TensorFlow' book with practical examples.

#code-examples#autoencoder#data-science
Stars4.4k
Forks1.2k
Last commit3 years ago
Malmo
MalmoJava

An AI experimentation platform built on Minecraft for training and researching intelligent agents in complex 3D environments.

#multi-agent-systems#simulation-platform#experimentation-toolkit
Stars4.3k
Forks613
Last commit1 year ago
Acme
AcmePython

A research framework for reinforcement learning providing modular building blocks and reference agent implementations.

#distributed-rl#jax#python-library
Stars4.1k
Forks551
Last commit7 days ago
Awesome-Quant-Machine-Learning-Trading
Awesome-Quant-Machine-Learning-Trading

A curated collection of high-quality resources for quantitative and algorithmic trading with a focus on machine learning applications.

#algorithmic-trading#machine-learning-trading#deep-learning
Stars4.1k
Forks702
Last commit1 year ago
Andrew-NG-Notes
Andrew-NG-NotesJupyter Notebook

A collection of handwritten notes, notebooks, and resources for Andrew Ng's Deep Learning Specialization on Coursera.

#neural-network#educational-resources#deep-learning
Stars3.8k
Forks1.3k
Last commit1 year ago
Ensemble-Strategy
Ensemble-StrategyPython

An AI-native modular infrastructure for quantitative trading, featuring a weight-centric architecture for building, testing, and deploying algorithmic strategies.

#backtesting#algorithmic-trading#finrl
Stars3.8k
Forks1.1k
Last commit
polyaxon
polyaxonMDX

An open-source platform for building, training, and monitoring large-scale deep learning applications with full lifecycle MLOps.

#distributed-training#hyperparameter-tuning#workflow-orchestration
Stars3.7k
Forks330
Last commit2 days ago
Horizon
HorizonPython

An end-to-end platform for applied reinforcement learning and contextual bandits, built with PyTorch for production decision-making systems.

#contextual-bandits#production-ml#recommender-systems
Stars3.7k
Forks531
Last commit
ReAgent
ReAgentPython

An end-to-end platform for applied reinforcement learning and contextual bandits, originally developed at Facebook for production recommendation systems.

#contextual-bandits#production-ml#recommender-systems
Stars3.7k
Forks531
Last commit
DI-engine
DI-enginePython

A comprehensive Python-first reinforcement learning framework with modular abstractions for decision intelligence applications.

#exploration-exploitation#ai-framework#inverse-reinforcement-learning
Stars3.6k
Forks436
Last commit
Retro Contest
Retro ContestC

A toolkit for turning classic video games into Gym environments for reinforcement learning research.

#python-library#openai#emulation
Stars3.6k
Forks533
Last commit2 years ago
PettingZoo
PettingZooPython

A Python library providing a standardized API for multi-agent reinforcement learning environments with diverse reference games.

#research-tool#openai-gym-compatible#multi-agent-reinforcement-learning
Stars3.5k
Forks547
Last commit
TensorWatch
TensorWatchJupyter Notebook

A debugging and visualization tool for data science, deep learning, and reinforcement learning in Jupyter Notebook.

#ai#data-science#deep-learning
Stars3.5k
Forks362
Last commit6 months ago
Catalyst: High-level utils for PyTorch DL & RL research. It was developed with a focus on reproducibility, fast experimentation and code/ideas reusing
Catalyst: High-level utils for PyTorch DL & RL research. It was developed with a focus on reproducibility, fast experimentation and code/ideas reusingPython

A PyTorch framework for deep learning research and development, focusing on reproducibility and rapid experimentation.

#model-training#deep-learning#automl
Stars3.4k
Forks397
Last commit
highway-env
highway-envPython

A collection of minimalist Gymnasium environments for autonomous driving decision-making and reinforcement learning research.

#robotics#autonomous-driving#gymnasium
Stars3.3k
Forks904
Last commit2 days ago
TensorForce - A TensorFlow library for applied reinforcement learning
TensorForce - A TensorFlow library for applied reinforcement learningPython

A modular TensorFlow library for applied reinforcement learning with a focus on flexible design and practical usability.

#research-tool#system-control#python-library
Stars3.3k
Forks521
Last commit
Tensorforce
TensorforcePython

A modular TensorFlow library for applied reinforcement learning with a focus on flexible design and practical usability.

#system-control#applied-ai#deep-learning
Stars3.3k
Forks521
Last commit1 month ago
BRAX
BRAXJupyter Notebook

A fast, differentiable physics engine built with JAX for massively parallel rigid body simulation on accelerator hardware.

#robotics#research-tool#jax
Stars3.2k
Forks357
Last commit12 days ago
TRFL
TRFLPython

A TensorFlow library providing building blocks for implementing Reinforcement Learning agents.

#deep-learning#rl-agents#tensorflow
Stars3.1k
Forks384
Last commit3 years ago
Awesome Robotics Libraries
Awesome Robotics LibrariesPython

A curated list of robotics libraries, simulators, and software for developers and researchers.

#robotics#robot-control#simulation
Stars3.1k
Forks507
Last commit6 days ago
QuantResearch
QuantResearchJupyter Notebook

A collection of Python notebooks and tools for quantitative finance research, including backtesting, machine learning, and portfolio optimization.

#backtesting#algorithmic-trading#deep-learning
Stars3.0k
Forks580
Last commit
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