deep-q-learning

There are 23 repositories under deep-q-learning topic.

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
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 883
cpnota / autonomous-learning-library
A PyTorch library for building deep reinforcement learning agents.
reinforcement-learning reinforcement-learning-algorithms deep-reinforcement-learning soft-actor-critic proximal-policy-optimization deep-q-learning advantage-actor-critic deep-deterministic-policy-gradient sac a2c ddpg ppo dqn dqn-pytorch
Language:Python 639
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 601
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
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
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
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
songyanho / Reinforcement-Learning-for-Self-Driving-Cars
Project on design and implement neural network that maximises driving speed of self-driving car through reinforcement learning.
reinforcement-learning tensorflow self-driving-car convolutional-neural-networks deep-q-learning python
Language:Python 133
erfanMhi / Deep-Reinforcement-Learning-CS285-Pytorch
Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework
pytorch reinforcement-learning deep-learning berkeley python deep-reinforcement-learning neural-networks openai-gym mujoco deep-q-learning policy-gradient actor-critic-algorithm model-based-rl model-free-rl
Language:Python 128
MehranTaghian / DQN-Trading
A Deep Reinforcement Learning Framework for Stock Market Trading
reinforcement-learning stock-market trading-bot dqn deep-q-learning trade deep-reinforcement-learning pytorch
Language:Python 128
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
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
boubnanm / Deep-Reinforcement-Learning-applied-to-DOOM
DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM
deep-reinforcement-learning deep-q-learning a3c actor-critic dueling-dqn curiosity-driven curiosity pytorch tensorflow vizdoom ppo
Language:Python 79
alok / rl_implementations
reptile reinforcement-learning policy-gradient dqn deep-learning deep-q-network deep-q-learning deep-reinforcement-learning lstm ddpg machine-learning meta-learning hierarchical-reinforcement-learning a2c actor-critic
Language:Jupyter Notebook 42
BY571 / Munchausen-RL
PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN
reinforcement-learning reinforcement-learning-algorithms temporal-differencing-learning maximum-entropy deep-q-learning deep-reinforcement-learning munchausen-reinforcement-learning
Language:Jupyter Notebook 38
mmcenta / left-shift
Using deep reinforcement learning to tackle the game 2048.
deep-reinforcement-learning reinforcement-learning deep-q-learning 2048 2048-game 2048-ai
Language:Python 35
artem-oppermann / Deep-Reinforcement-Learning
A collection of several Deep Reinforcement Learning techniques (Deep Q Learning, Policy Gradients, ...), gets updated over time.
deep-reinforcement-learning ai-agents q-learning deep-q-learning policy-gradients open-ai-gym
Language:Python 34
vivek3141 / super-mario-rl
Deep Reinforcement learning and Python learn how to play the original Super Mario Bros
mario reinforcement-learning deep-q-learning machine-learning
Language:Python 28
doctorcorral / gyx
Reinforcement Learning environment for Elixir
reinforcement-learning elixir-lang artificial-intelligence deep-q-learning dopamine-rl
Language:Elixir 27
NariddhKhean / Grasshopper_DQN
Repository for CAADRIA19 Workshop: "WS.4 Deep Reinforcement Learning in Grasshopper".
deep-q-learning deep-q-network reinforcement-learning machine-learning grasshopper
Language:Python 27
vivek3141 / pacman-ai
A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning
dqn reinforcement-learning q-learning deep-q-learning neural-network artificial-intelligence pacman tensorflow dopamine neat neuroevolution neat-python python tensorflow-rl
Language:Python 27
NariddhKhean / Robotic_Arm_DQN
A training simulation for the 'Kuka LBR iiwa' robotic arm using a deep Q-network.
deep-q-learning deep-q-network reinforcement-learning pybullet kuka-lbr-iiwa
Language:Python 25
abhi1345 / deep-q-rank
A deep reinforcement learning approach to search engine ranking (PyTorch). Final Project for UC Berkeley's CS 285: Deep Reinforcement Learning, Decision Making, and Control
deep-reinforcement-learning information-retrieval learning-to-rank deep-q-learning deep-q-network
Language:TeX 24
RuochenLiu / StreetFighter2-DeepRL-Model-on-Bizhawk
A method to train DRL model with Tensorflow and Bizhawk.
bizhawk lua reinforcement-learning deep-learning street-fighter tensorflow deep-q-learning
Language:Lua 23
shumaym / Rubiks_Cube_AI
A PyTorch AI that learns to solve Rubik's Cubes using Deep Q-Learning.
deep-q-network deep-q-learning rubiks-cube rubiks-cube-solver
Language:Python 22
victorsimrbt / chess_rl
A repository of applied reinforcement learning to make a competent chess engine.
machine-learning deep-q-learning reinforcement-learning
Language:Jupyter Notebook 22
chinancheng / DDQN.pytorch
DDQN inplementation on PLE FlappyBird environment in PyTorch.
deep-reinforcement-learning pytorch ddqn deep-q-learning
Language:Python 20
andi611 / DQN-Deep-Q-Network-Atari-Breakout-Tensorflow
Training a vision-based agent with the Deep Q Learning Network (DQN) in Atari's Breakout environment, implementation in Tensorflow.
reinforcement-learning dqn deep-q-network deep-q-learning deep-qnetworks deep-qlearning-algorithm deep-q-learning-network atari breakout atari-breakout agent mlds17-machine-learning-course mlds2018spring mlds tensorflow tensorflow-models openai-gym openai-gym-agents openai-gym-environments openai-gym-solutions
Language:Python 18
Suman7495 / rl-botics
Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow
reinforcement-learning robotics reinforcement-learning-algorithms trpo policy-gradient rl machine-learning machine-learning-algorithms deep-learning deep-reinforcement-learning deep-q-learning ddpg openai-gym openai robots ppo qlearning machinelearning keras tensorflow
Language:Python 18
kwea123 / hindsight_experience_replay
A tensorflow implementation of hindsight experience replay
tensorflow hindsight-experience-replay reinforcement-learning deep-q-learning python jupyter-notebook
Language:Jupyter Notebook 16
rishipython / StockTradingAI
This project is a Stock Trader trained to trade stocks from the S&P 500. It was made using a Deep Q-Learning model and libraries such as TensorFlow, Keras, and OpenAI Gym. It was trained on data from 2006-2016, cross validated on data from 2016-2018, and tested on data from 2018-2021
tensorflow keras openai-gym google-colab stock-trading-bot yfinance deep-q-learning reinforcement-learning machine-learning artificial-intelligence python
Language:Jupyter Notebook 16
DataSenseiAryan / T-RexDinoRunner-GAME-AI-BOT
AI Bot for playing famous Google Chrome Offline Game T-Rex Dino -Runner. Developed on Pytorch using Deep Q Learning and Convolutional Neural Nets.
deep-reinforcement-learning deep-q-learning pytorch-implementation t-rex-runner selenium-python game-bot
Language:Python 15
EliorBenYosef / reinforcement-learning
Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.
reinforcement-learning deep-reinforcement-learning deep-q-learning dql policy-gradient pg actor-critic deep-deterministic-policy-gradient ddpg tabular-methods monte-carlo td-0 sarsa expected-sarsa q-learning double-q-learning tensorflow torch keras open-ai-gym
Language:Python 15
Radu-Raicea / Self-Driving-Car-Simulation
Simulation of a self-driving car game using a Deep Q Learning AI
python pytorch deep-learning deep-neural-networks deep-q-learning
Language:Python 15

deep-q-learning

simoninithomas / Deep_reinforcement_learning_Course

pskrunner14 / trading-bot

cpnota / autonomous-learning-library

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

MishaLaskin / curl

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

uvipen / Tetris-deep-Q-learning-pytorch

MishaLaskin / rad

navjindervirdee / 2048-deep-reinforcement-learning

songyanho / Reinforcement-Learning-for-Self-Driving-Cars

erfanMhi / Deep-Reinforcement-Learning-CS285-Pytorch

MehranTaghian / DQN-Trading

pokaxpoka / sunrise

andywu0913 / OpenAI-GYM-CarRacing-DQN

boubnanm / Deep-Reinforcement-Learning-applied-to-DOOM

alok / rl_implementations

BY571 / Munchausen-RL

mmcenta / left-shift

artem-oppermann / Deep-Reinforcement-Learning

vivek3141 / super-mario-rl

doctorcorral / gyx

NariddhKhean / Grasshopper_DQN

vivek3141 / pacman-ai

NariddhKhean / Robotic_Arm_DQN

abhi1345 / deep-q-rank

RuochenLiu / StreetFighter2-DeepRL-Model-on-Bizhawk

shumaym / Rubiks_Cube_AI

victorsimrbt / chess_rl

chinancheng / DDQN.pytorch

andi611 / DQN-Deep-Q-Network-Atari-Breakout-Tensorflow

Suman7495 / rl-botics

kwea123 / hindsight_experience_replay

rishipython / StockTradingAI

DataSenseiAryan / T-RexDinoRunner-GAME-AI-BOT

EliorBenYosef / reinforcement-learning

Radu-Raicea / Self-Driving-Car-Simulation