deep-q-network

There are 11 repositories under deep-q-network topic.

MorvanZhou / Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
reinforcement-learning tutorial q-learning sarsa sarsa-lambda deep-q-network a3c ddpg policy-gradient dqn double-dqn prioritized-replay dueling-dqn deep-deterministic-policy-gradient asynchronous-advantage-actor-critic actor-critic tensorflow-tutorials proximal-policy-optimization ppo machine-learning
Language:Python 8672
MorvanZhou / Tensorflow-Tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
tensorflow tensorflow-tutorials gan generative-adversarial-network rnn cnn classification regression autoencoder deep-q-network dqn machine-learning tutorial dropout neural-network
Language:Python 4323
simoninithomas / Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
deep-reinforcement-learning qlearning deep-learning tensorflow-tutorials tensorflow ppo a2c actor-critic deep-q-network deep-q-learning pytorch unity
Language:Jupyter Notebook 3722
rlcode / reinforcement-learning
Minimal and Clean Reinforcement Learning Examples
a3c actor-critic deep-learning deep-q-network deep-reinforcement-learning dqn machine-learning policy-gradient reinforcement-learning
Language:Python 3302
keon / deep-q-learning
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
deep-reinforcement-learning deep-q-network dqn reinforcement-learning deep-learning ddqn
Language:Python 1259
qfettes / DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
a2c actor-critic advantage-actor-critic categorical-dqn deep-q-network deep-recurrent-q-network deep-reinforcement-learning deeprl-tutorials double-dqn dueling-dqn gae multi-step-learning noisy-networks ppo prioritized-experience-replay python3 pytorch quantile-regression rainbow reinforcement-learning
Language:Jupyter Notebook 1033
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 821
chris-chris / pysc2-examples
StarCraft II - pysc2 Deep Reinforcement Learning Examples
startcraft2 ai machine-learning reinforcement-learning deep-reinforcement-learning deep-q-network deepmind
Language:Python 753
samre12 / deep-trading-agent
Deep Reinforcement Learning based Trading Agent for Bitcoin
deep-reinforcement-learning deep-q-network bitcoin deep-sense trading artificial-intelligence agent recurrent-neural-networks
Language:Python 739
JuliaReinforcementLearning / ReinforcementLearning.jl
A reinforcement learning package for Julia
julia reinforcement-learning machine-learning deep-reinforcement-learning deep-q-network
Language:Julia 567
MishaLaskin / curl
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
deep-learning contrastive-loss contrastive-learning contrastive-predictive-coding deep-reinforcement-learning deep-rl reinforcement-learning reinforcement-learning-algorithms curl sac gpu off-policy model-free-rl deep-neural-networks deeplearning deep-q-network deep-q-learning deep-learning-algorithms deeplearning-ai reinforcement-agents
Language:Python 556
ChenglongChen / pytorch-DRL
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
pytorch deep-reinforcement-learning multi-agent deep-q-network actor-critic advantage-actor-critic a2c proximal-policy-optimization ppo deep-deterministic-policy-gradient ddpg acktr rl drl madrl dqn reinforcement-learning
Language:Python 499
uvipen / Flappy-bird-deep-Q-learning-pytorch
Deep Q-learning for playing flappy bird game
reinforcement-learning deep-q-network deep-q-learning pytorch pygame
Language:Python 494
yukezhu / tensorflow-reinforce
Implementations of Reinforcement Learning Models in Tensorflow
reinforcement-learning tensorflow policy-gradient deep-reinforcement-learning deep-q-network actor-critic
Language:Python 486
uvipen / Tetris-deep-Q-learning-pytorch
Deep Q-learning for playing tetris game
reinforcement-learning deep-q-network deep-q-learning pytorch cv2
Language:Python 449
rad
MishaLaskin / rad
RAD: Reinforcement Learning with Augmented Data
reinforcement-learning rl deep-learning data-mujoc dm-control rad data-augmentations codebase model-free off-policy deep-reinforcement-learning deep-neural-networks deep-learning-algorithms deep-q-learning deep-q-network deeplearning-ai soft-actor-critic sac ppo
Language:Jupyter Notebook 399
hungtuchen / pytorch-dqn
Deep Q-Learning Network in pytorch (not actively maintained)
pytorch deep-q-network deep-reinforcement-learning
Language:Python 381
fangvv / UAV-DDPG
Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
ddpg reinforcement-learning-algorithms tensorflow unmanned-aerial-vehicle deep-deterministic-policy-gradient reinforcement-learning dqn actor-critic-algorithm uav computation-offloading deep-learning deep-q-network drones mobile-edge-computing
Language:Python 365
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 298
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 q-learning reinforcement-learning pytorch
Language:Jupyter Notebook 250
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 203
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 198
pytorch-learn-reinforcement-learning
gordicaleksa / pytorch-learn-reinforcement-learning
A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
python deep-learning jupyter pytorch rl reinforcement-learning reinforcement-learning-algorithms ppo policy-gradient dqn pytorch-implementation deep-q-network pytorch-dqn pytorch-policy-gradient pytorch-ppo
Language:Python 145
JasonYao81000 / MLDS2018SPRING
Machine Learning and having it Deep and Structured (MLDS) in 2018 spring
mlds2018spring ntu hung-yi-lee mlds seq2seq sequence-to-sequence gan generative-adversarial-network reinforcement-learning policy-gradient deep-q-network actor-critic chat-bot chatbot chinese-chatbot video-captioning image-generation text-to-image 2018 spring
Language:Python 140
pokaxpoka / sunrise
SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning
reinforcement-learning rl deep-learning mujoco dm-control codebase model-free off-policy deep-reinforcement-learning deep-neural-networks deep-q-learning deep-q-network soft-actor-critic sac rainbow
Language:Python 117
druce / rl
Deep Reinforcement Learning For Trading
reinforcement-learning trading python deep-learning deep-q-network rllib jupyter-notebook machine-learning keras keras-tensorflow quantitative-finance quantitative-trading algorithmic-trading
Language:Jupyter Notebook 104
jhu-lcsr / good_robot
"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer; and “Good Robot!”: Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer
robotics reinforcement-learning deep-learning deep-reinforcement-learning deep-q-network multi-step-learning multi-step-dqn grasping manipulation computer-vision robotic-manipulation simulation vrep-simulator task-to-task-transfer learning-from-demonstration zero-shot-learning
Language:Jupyter Notebook 101
AdrianP- / gym_trading
openai-gym trading dqn deep-learning python3 deep-q-network
Language:Jupyter Notebook 94
xkiwilabs / DQN-using-PyTorch-and-ML-Agents
A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment
dqn pytorch unity ml-agents reinforcement-learning reinforcement-learning-excercises deep-reinforcement-learning deep-q-network
Language:Python 89
andywu0913 / OpenAI-GYM-CarRacing-DQN
Train a DQN Agent to play CarRacing 2d using TensorFlow and Keras.
openai-gym car-racing-game machine-learning reinforcement-learning deep-q-learning dqn deep-q-network tensorflow keras
Language:Python 79
Scitator / rl-course-experiments
reinforcement-learning deep-learning deep-reinforcement-learning tensorflow neural-network genetic-algorithm monte-carlo temporal-differencing-learning deep-q-network policy-gradient asynchronous-advantage-actor-critic
Language:Jupyter Notebook 77
thtrieu / essence
AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.
machine-learning dropout lstm mnist lenet neural-turing-machines question-answering computational-graphs auto-differentiation convolutional-neural-networks convolutional-networks recurrent-neural-networks lstm-model deep-learning deep-q-network reinforcement-learning cartpole
Language:Python 74
lucylow / Deep-Learning-Mahjong---
Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states
mahjong deep-learning-mahjong battle-mahjong deep-neural-network reinforcement-learning game-play supervised-learning supervised-machine-learning reinforcement computer-vision nlp game-development game-theory markov-chain markov-model softmax tensorflow reactjs deep-q-network npc-generator
Language:JavaScript 73
neka-nat / distributed_rl
Pytorch implementation of distributed deep reinforcement learning
reinforcement-learning distributed-systems pytorch deep-q-network amazon-web-services prioritized-experience-replay dueling-dqn double-dqn openai-gym ape-x r2d2
Language:Python 70
vinaymancha / Subway-Surfers-AI
Deep Convolutional Q learning based Self learning implementation for Subway Surfers game
artificial-intelligence deep-q-network subway-surfers convolutional-lstm pytorch artificial-intelligence-based-game
Language:ASP 58
sdsubhajitdas / Rocket_Lander_Gym
💥💥 This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.
openai spacexbot spacex spacex-launches spacex-visualization reinforcement-learning reinforcement-learning-agent reinforcement-learning-playground deep-learning deep-neural-networks deep-q-network gym gym-environment openai-gym openai-gym-environments openai-gym-environment openai-gym-agents artificial-intelligence tensorflow-experiments tensorflow
Language:Python 52

deep-q-network

MorvanZhou / Reinforcement-learning-with-tensorflow

MorvanZhou / Tensorflow-Tutorial

simoninithomas / Deep_reinforcement_learning_Course

rlcode / reinforcement-learning

keon / deep-q-learning

qfettes / DeepRL-Tutorials

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

chris-chris / pysc2-examples

samre12 / deep-trading-agent

JuliaReinforcementLearning / ReinforcementLearning.jl

MishaLaskin / curl

ChenglongChen / pytorch-DRL

uvipen / Flappy-bird-deep-Q-learning-pytorch

yukezhu / tensorflow-reinforce

uvipen / Tetris-deep-Q-learning-pytorch

MishaLaskin / rad

hungtuchen / pytorch-dqn

fangvv / UAV-DDPG

accel-brain / accel-brain-code

cyoon1729 / deep-Q-networks

navjindervirdee / 2048-deep-reinforcement-learning

harveybc / gym-fx

gordicaleksa / pytorch-learn-reinforcement-learning

JasonYao81000 / MLDS2018SPRING

pokaxpoka / sunrise

druce / rl

jhu-lcsr / good_robot

AdrianP- / gym_trading

xkiwilabs / DQN-using-PyTorch-and-ML-Agents

andywu0913 / OpenAI-GYM-CarRacing-DQN

Scitator / rl-course-experiments

thtrieu / essence

lucylow / Deep-Learning-Mahjong---

neka-nat / distributed_rl

vinaymancha / Subway-Surfers-AI

sdsubhajitdas / Rocket_Lander_Gym