q-learning

There are 25 repositories under q-learning topic.

datawhalechina / easy-rl
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
a3c ddpg deep-reinforcement-learning double-dqn dqn dueling-dqn easy-rl imitation-learning policy-gradient ppo q-learning reinforcement-learning sarsa td3
Language:Jupyter Notebook 12938
MorvanZhou / Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
a3c actor-critic asynchronous-advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network double-dqn dqn dueling-dqn machine-learning policy-gradient ppo prioritized-replay proximal-policy-optimization q-learning reinforcement-learning sarsa sarsa-lambda tensorflow-tutorials tutorial
Language:Python 9346
XinJingHao / DRL-Pytorch
Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)
deep-reinforcement-learning pytorch reinforcement-learning machine-learning asl c51 categorical-dqn ddpg double-dqn dueling-dqn noisynet-dqn ppo prioritized-experience-replay q-learning sac td3
Language:Python 3071
AminHP / gym-anytrading
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
openai-gym reinforcement-learning q-learning dqn trading trading-environments forex stocks gym-environments trading-algorithms
Language:Python 2344
vmayoral / basic_reinforcement_learning
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
reinforcement-learning openai-gym tutorial deeplearning neural-networks deep-learning artificial-intelligence q-learning ai
Language:Jupyter Notebook 1192
pskrunner14 / trading-bot
Stock Trading Bot using Deep Q-Learning
stock-price-prediction stock-trading ai-agents reinforcement-learning q-learning deep-q-learning stock-trading-bot trading-bot trading-algorithms
Language:Jupyter Notebook 1119
sudharsan13296 / Hands-On-Reinforcement-Learning-With-Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
reinforcement-learning deep-reinforcement-learning sarsa q-learning policy-gradients deep-q-network deep-learning-algorithms asynchronous-advantage-actor-critic deep-deterministic-policy-gradient deep-recurrent-q-network double-dqn dueling-dqn hindsight-experience-replay drqn trpo ppo monte-carlo markov-decision-processes policy-gradient openai-gym
Language:Jupyter Notebook 861
omerbsezer / Reinforcement_learning_tutorial_with_demo
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
reinforcement-learning tutorial machine-learning q-learning sarsa td-learning policy-gradient deep-reinforcement-learning imitation-learning meta-learning actor-critic pomdps dynamic-programming dyna a3c
Language:Jupyter Notebook 773
awesome-monte-carlo-tree-search-papers
benedekrozemberczki / awesome-monte-carlo-tree-search-papers
A curated list of Monte Carlo tree search papers with implementations.
tree-search learning machine-learning deep-learning monte-carlo monte-carlo-tree-search reinforcement-learning reinforcement-learning-agent atari rl machine-learning-algorithms deep-q-learning q-learning reinforcement-learning-algorithms policy-gradient policy-evaluation
Language:Python 685
mpatacchiola / dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
reinforcement-learning deep-reinforcement-learning markov-chain temporal-differencing-learning sarsa q-learning actor-critic multi-armed-bandit inverted-pendulum mountain-car drone-landing dissecting-reinforcement-learning genetic-algorithm neural-networks
Language:Python 623
glample / Arnold
Arnold - DOOM Agent
artificial-intelligence doom doom-2 neural-network q-learning reinforcement-learning self-playing vizdoom-competition
Language:Python 530
sichkar-valentyn / Reinforcement_Learning_in_Python
Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa
reinforcement-learning q-learning path-planning rl-qlearning reinforcement-learning-algorithms maze-algorithms sarsa-learning rl-algorithms sarsa sarsa-search q-learning-vs-sarsa shortest-path maze-solver rl-sarsa rl-agents rl-environment rl-playground rl-experiments rl-emulator obstacle-avoidance
Language:Python 494
VinF / deer
DEEp Reinforcement learning framework
deep-reinforcement-learning policy-gradient q-learning
Language:Python 489
AndreaVidali / Deep-QLearning-Agent-for-Traffic-Signal-Control
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.
deep-reinforcement-learning q-learning sumo traffic traffic-light-controller traffic-signal
Language:Jupyter Notebook 474
filangelos / qtrader
Reinforcement Learning for Portfolio Management
reinforcement-learning recurrent-neural-networks q-learning algorithmic-trading python
Language:Jupyter Notebook 474
sudharsan13296 / Deep-Reinforcement-Learning-With-Python
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
deep-reinforcement-learning reinforcement-learning trpo ppo ddpg td3 sac inverse-reinforcement-learning c51 a3c actor-critic a2c deep-learning dqn openai-gym policy-gradient double-dqn q-learning bellman-equation
Language:Jupyter Notebook 447
lucidrains / q-transformer
Implementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google Deepmind
artificial-intelligence attention-mechanisms deep-learning offline-learning q-learning robotics transformers
Language:Python 400
rishal-hurbans / Grokking-Artificial-Intelligence-Algorithms
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
python algorithm ai machine-learning-algorithms machine-learning search-algorithm evolutionary-algorithms genetic-algorithm particle-swarm-optimization ant-colony-optimization linear-regression classification-algorithm reinforcement-learning q-learning artificial-neural-networks generative-ai generative-art large-language-models
Language:Python 369
ankonzoid / LearningX
Deep & Classical Reinforcement Learning + Machine Learning Examples in Python
reinforcement-learning deep-learning neural-network q-learning deep-reinforcement-learning python deep multiagent-reinforcement-learning learning tutorials tutorial-exercises tutorial-code examples machine-learning machine-learning-algorithms data-science optimization agent
Language:Python 368
golsun / deep-RL-trading
playing idealized trading games with deep reinforcement learning
deep-learning deep-reinforcement-learning dqn machine-learning neural-network q-learning quantitative-trading reinforcement-learning stock stock-market time-series trading
Language:Python 360
Allenpandas / Reinforcement-Learning-Papers
📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.
deep-reinforcement-learning reinforcement-learning dqn imitation-learning multi-agent-reinforcement-learning policy-gradient q-learning artificial-intelligence reinforcement-learning-papers reinforcement-learning-conferences rl-papers aaai icml ijcai reinforcement-learning-conferences-papers reinforcement-learning-paper neurips hierarchical-reinforcement-learning meta-reinforcement-learning offline-reinforcement-learning
346
vdutor / TF-rex
Play Google Chrome's T-rex game with TensorFlow
deep-reinforcement-learning q-learning t-rex tensorflow
Language:JavaScript 343
Paperspace / DinoRunTutorial
Accompanying code for Paperspace tutorial "Build an AI to play Dino Run"
machine-learning jupyter-notebook paperspace reinforcement-learning q-learning keras-tensorflow
Language:Jupyter Notebook 326
accel-brain / accel-brain-code
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.
automatic-summarization deep-learning deep-reinforcement-learning reinforcement-learning q-learning restricted-boltzmann-machine simulated-annealing quantum-monte-carlo quantum-annealing auto-encoder combinatorial-optimization transfer-learning lstm multi-agent-reinforcement-learning deep-q-network semi-supervised-learning generative-adversarial-network energy-based-model self-supervised-learning
Language:Python 320
nuno-faria / tetris-ai
A deep reinforcement learning bot that plays tetris
deep-reinforcement-learning q-learning tetris game-ai
Language:Python 318
frontbenchHQ / Data-Science-Free
Free Resources For Data Science created by Shubham Kumar
courses data-science deep-learning machine-learning ml ml-cheatsheet q-learning reinforcement-learning statistics supervised-learning
316
cyoon1729 / deep-Q-networks
Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51
deep-q-network pytorch q-learning reinforcement-learning
Language:Jupyter Notebook 309
nick6918 / MyDeepLearning
A deep learning library to provide algs in pure Numpy or Tensorflow.
cnn deep-learning gan q-learning rnn
Language:Python 292
ucaiado / rl_trading
An environment to high-frequency trading agents under reinforcement learning
reinforcement-learning machine-learning trading interest-rates rl ai python tile-coding q-learning simulation
Language:Python 285
marley
cool-RR / marley
A framework for multi-agent reinforcement learning.
ai hacktoberfest keras machine-learning python q-learning reinforcement-learning tensorflow
Language:Python 273
KodAgge / Reinforcement-Learning-for-Market-Making
Using tabular and deep reinforcement learning methods to infer optimal market making strategies
deep-learning deep-reinforcement-learning double-deep-q-network limit-order-book market-making q-learning reinforcement-learning
Language:Jupyter Notebook 227
navuboy / rl_ardrone
Autonomous Navigation of UAV using Reinforcement Learning algorithms.
autonomous-navigation ddpg-algorithm q-learning reinforcement-learning uav
Language:Python 221
navjindervirdee / 2048-deep-reinforcement-learning
Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning
reinforcement-learning deep-reinforcement-learning q-learning deep-q-learning deep-q-network 2048-game neural-network convolutional-neural-networks
Language:Jupyter Notebook 217
Sea-Snell / Implicit-Language-Q-Learning
Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"
implicit-q-learning iql language-model nlp offline-rl python pytorch q-learning reinforcement-learning
Language:Python 210
harveybc / gym-fx
Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress
evolutionary-algorithms openai-gym forex reinforcement-learning q-learning deep-q-network p2p decentralized distributed deep-learning machine-learning timeseries python machinelearning mql4 agent blockchain
Language:Python 208
ivanbelenky / RL
R.L. methods and techniques.
gridworld markov markov-decision-processes q-learning qlearning reinforcement-learning sarsa tabular-methods
Language:Python 200

q-learning

datawhalechina / easy-rl

MorvanZhou / Reinforcement-learning-with-tensorflow

XinJingHao / DRL-Pytorch

AminHP / gym-anytrading

vmayoral / basic_reinforcement_learning

pskrunner14 / trading-bot

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

omerbsezer / Reinforcement_learning_tutorial_with_demo

benedekrozemberczki / awesome-monte-carlo-tree-search-papers

mpatacchiola / dissecting-reinforcement-learning

glample / Arnold

sichkar-valentyn / Reinforcement_Learning_in_Python

VinF / deer

AndreaVidali / Deep-QLearning-Agent-for-Traffic-Signal-Control

filangelos / qtrader

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

lucidrains / q-transformer

rishal-hurbans / Grokking-Artificial-Intelligence-Algorithms

ankonzoid / LearningX

golsun / deep-RL-trading

Allenpandas / Reinforcement-Learning-Papers

vdutor / TF-rex

Paperspace / DinoRunTutorial

accel-brain / accel-brain-code

nuno-faria / tetris-ai

frontbenchHQ / Data-Science-Free

cyoon1729 / deep-Q-networks

nick6918 / MyDeepLearning

ucaiado / rl_trading

cool-RR / marley

KodAgge / Reinforcement-Learning-for-Market-Making

navuboy / rl_ardrone

navjindervirdee / 2048-deep-reinforcement-learning

Sea-Snell / Implicit-Language-Q-Learning

harveybc / gym-fx

ivanbelenky / RL