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datawhalechina/easy-rl

A comprehensive Chinese tutorial on reinforcement learning, with implementations of popular RL algorithms.

13.8K
Stable
Jupyter Notebook
Reinforcement Learning
#reinforcement-learning#deep-reinforcement-learning#educational-resource

MorvanZhou/Reinforcement-learning-with-tensorflow

Simple reinforcement learning tutorials in Python using TensorFlow for AI/ML developers.

9.4K
Archived
Python
Reinforcement Learning
TensorFlow
#reinforcement-learning#tensorflow#machine-learning

yenchenlin/DeepLearningFlappyBird

A deep reinforcement learning-based implementation of the Flappy Bird game.

6.8K
Archived
Python
Deep Reinforcement Learning
#deep-learning#game-development#reinforcement-learning

XinJingHao/DRL-Pytorch

Clean, robust, and unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms.

3.3K
Experimental
Python
Reinforcement Learning
PyTorch
#deep-reinforcement-learning#q-learning#ppo

devsisters/DQN-tensorflow

Implementation of Deep Q-Learning in TensorFlow for building AI agents that can learn to play games.

2.6K
Archived
Python
Agents & Orchestration
Reinforcement Learning
TensorFlow
#reinforcement-learning#ai-agents#game-ai

AminHP/gym-anytrading

An OpenAI Gym-based trading environment for developing and testing AI-driven trading algorithms.

2.4K
Archived
Python
Reinforcement Learning
API Frameworks
Python
#trading#reinforcement-learning#gym

karpathy/reinforcejs

A JavaScript library for building reinforcement learning agents, covering various RL algorithms.

1.4K
Archived
HTML
Agents & Orchestration
None
#reinforcement-learning#machine-learning#javascript

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

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

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

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