dqn-tensorflow

There are 1 repository under dqn-tensorflow topic.

DanielPalaio / LunarLander-v2_DeepRL
OpenAI LunarLander-v2 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
tensorflow keras deep-reinforcement-learning openai-gym openai dqn dueling-dqn d3qn deeprl lunarlander-v2 dqn-tensorflow
Language:Python 41
henryzhongsc / half_tael_DQN
A (very amateur) foreign exchange trading bot utilizing CNN + DQN.
forex forex-trading dqn dqn-tensorflow cnn cnn-tensorflow personality-traits
Language:Python 32
AhmetFurkanDEMIR / SuperMarioBrosRL
Super Mario Bros training with Ray RLlib DQN algorithm
dqn-tensorflow keras ray reinforcement-learning rl rllib tensorflow
Language:Python 26
kochlisGit / Autonomous-Vehicles-Adaptive-Cruise-Control
An implementation of an Autonomous Vehicle Agent in CARLA simulator, using TF-Agents
adaptive-cruise-control agent algorithms autonomous-vehicles av c51 carla-simulator computer-vision deep-reinforcement-learning dqn dqn-tensorflow lane-keep-assistant python rainbow-dqn reinforcement-learning self-driving-car simulation vehicle
Language:Python 26
DanielPalaio / MountainCar-v0_DeepRL
OpenAI MountainCar-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
tensorflow keras deep-reinforcement-learning openai-gym openai dqn d3qn dueling-dqn deeprl mountaincar-v0 dqn-tensorflow
Language:Python 25
henryboisdequin / AI-Stock-Trader
Created an DQN AI Agent which chooses to sell, buy, or keep stocks from various companies.
reinforcement-learning stock-market dqn-tensorflow tensorflow matplotlib keras numpy pandas artificial-intelligence
Language:Python 24
BohyungPaeng / DRL-Scheduling-tf
Codes implementation of the paper "Deep reinforcement learning for minimizing tardiness in parallel machine scheduling with sequence dependent family setups"
dqn-tensorflow drl-frameworks scheduling-algorithms simulator
Language:Python 21
ehsan-vakili / DQN-ethical-decision-making-self-driving-cars
Code for the paper "DQN-based ethical decision-making for self-driving cars in unavoidable crashes: An applied ethical knob."
autonomous-driving autonomous-vehicles carla dqn dqn-tensorflow ethical-dilemma ethics reinforcement-learning self-driving-car ethical-decision-making
Language:Python 21
NianfeiDu / DRL-based-robot-exploration
a nearest frontier based DQN alg for robot exploration
dqn-tensorflow navigation reinforcement-learning robotics ros
Language:Python 17
mattiapettene / Optimization-based-robot-control
In this repository there are the projects developed during the course of Advance Optimization-based Robot Control. The main topics are Task Space Inverse Dynamics (TSID), Differential Dynamic Programming (DDP) and Deep Q-Network (DQN).
ddp dqn dqn-tensorflow humanoid-walking optimization-algorithms tsid university-project dqn-pendulum reinforcement-learning
Language:Python 16
TurboWay / antman
基于 tensorflow 2.0 机器学习实践
antman cnn-keras dqn-tensorflow
Language:Python 13
white07S / Forex-Trading
A simple implementation of HFT (High-Frequency Trading) in Python on the concept of DQN for forex market
dqn-tensorflow forex-trading high-frequency-trading
Language:Python 12
nickromandini / reinforcement-learning-cybersecurity
Implementation of reinforcement learning algorithms in a cyber security simulation. Autonomous and Adaptive Systems (University of Bologna, Italy) course project.
reinforcement-learning-algorithms cyber-security-simulation reinforcement-learning cybersecurity neural-network machine-learning machine-learning-algorithms dqn dqn-tensorflow
Language:Python 9
c4phesua / DQN_tictactoe
Apply DQN model in reinforcement learning to build an AI model with the goal of mastering tic tac toe game.
reinforcement-learning dqn-tensorflow keras-tensorflow tic-tac-toe tictactoe-game self-learning dqn dqn-solver
Language:Jupyter Notebook 8
huafeng97 / DQN
A DQN sample based on Keras or Tensorflow2.x using Maze env, which mainly take MorvanZhou's code for reference.
reinforcement-learning dqn-tensorflow keras tensorflow2
Language:Python 8
jorekai / DQN-Timeseries-Anomaly-Detection
This repository focuses on anomaly detection with Reinforcement Learning. DQNs are used to approximate the value function for anomalies on timeseries. The repository is part of my Master Thesis in Computer Science
reinforcement-learning anomaly-detection dqn-tensorflow qlearning dqn
Language:Jupyter Notebook 8
price_simulator
mesjou / price_simulator
simulation platform for algorithmic pricing
price-simulator artificial-intelligence dqn-tensorflow neural-networks collusion
Language:Python 8
nitish-kalan / MountainCar-v0-Deep-Q-Learning-DQN-Keras
Solving MountainCar-v0 environment in Keras with Deep Q Learning an Deep Reinforcement Learning algorithm
reinforcement-learning machine-learning reinforcement-learning-algorithms qlearning qlearning-algorithm mountaincar-v0 deepq-learning dqn dqn-tensorflow dqn-tf
Language:Python 8
DanielPalaio / Pong-v4_DeepRL
Atari OpenAI Pong-v4 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
dqn deeprl openai-pong duelingdqn tensorflow keras openai-gym openai d3qn dqn-tensorflow pong-v4
Language:Python 7
leonvol / blackjack-dqn
Project code for my seminar paper
deep-reinforcement-learning dqn-tensorflow blackjack
Language:Python 6
saaries / Obstacle_avoidance_dqn
Obstacle avoidance with DQN Algorithm (Double DQN, Prioritized Experience Replay, Dueling Network Architectures, N-step Return, Soft TargetNet, Parallel computing...
obstacle-avoidance dqn-tensorflow reinforcement-learning double-dqn parallel-computing
Language:Python 6
7enTropy7 / BipedalWalker
This is how you teach a dumb bot to walk on two feet.
openai-gym neat-python dqn-tensorflow ddpg-algorithm
Language:Python 5
amifunny / Reinforce_Adventure
This Repository contains my implementation of popular algorithms on popular environments.
reinforcement-learning reinforcement-learning-algorithms actor-critic rl dqn-tensorflow dqn ddpg bandit gym openai
Language:Python 5
aroodgar / Deep-Q-learning-for-mobile-edge-computing
This code contains some modification of the main forked code and some features in order to regenerate and simulate the results mentioned in the linked paper.
dqn dqn-tensorflow edge-computing python simulation tensorflow
Language:Python 5
DanielPalaio / CartPole-v0_DeepRL
OpenAI CartPole-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)
deeprl openai-gym openai cartpole-v0 dqn dqn-tensorflow tensorflow keras d3qn dueling-dqn deep-reinforcement-learning
Language:Python 5
shubhamag / DeepRL_DQN_tensorflow
A repository of Q-learning based Deep Reinforcement learning algorithms, including Linear DQN, DQN with experience reply, Dueling DQN and Double Dueling DQN. Mostly tested on Gym environments.
deep-reinforcement-learning reinforcement-learning dqn experience-replay gym-environments dqn-tensorflow dueling-dqn space-invaders
Language:Python 5
ultronify / cartpole-tf-dqn
Play CartPole with DQN implemented with Tensorflow 2.0
tensorflow2 reinforcement-learning dqn dqn-tensorflow openai-gym
Language:Jupyter Notebook 5
vibhu12345 / Product-Recommendation-using-DRL
Amazon Fashion Product Recommendation using Deep Reinforcement Learning
deep-learning deep-reinforcement-learning dqn dqn-tensorflow
Language:Jupyter Notebook 5
CrazyGG3r / Valor
An Ai using Reinforcement Learning to survive in a very basic roguelike environment
dnn dqn-tensorflow pygame reinforced-learning
Language:Python 4
KanishkNavale / DQN-DuelingDQN
Tensorflow based DQN and PyTorch based DDQN Agent for 'MountainCar-v0' openai-gym environment.
mountaincar-v0 openai-gym-environment tensorflow deep-learning ddqn-pyotrch dqn-tensorflow reinforcement-learning pytorch deep-residual-learning deep-qlearning-algorithm deep-q-learning-network
Language:Python 4
miaoz0 / DQN_CartPole_tf
强化学习 CartPole环境，Tensorflow实现DQN。
dqn-tensorflow cartpole mountaincar
Language:Python 4
NicMaq / Reinforcement-Learning
Reinforcement Learning (RL DQN) / Atari Acrobot, Breakout, and Space Invaders.
ale atari breakout deterministic dqn-tensorflow openai-gym reinforcement-learning space-invaders
Language:Jupyter Notebook 4
bengunur06 / CATastrophe
Train a model with Reinforcement Learning
deep-learning dqn-tensorflow ppo pygame reinforcement-learning
Language:Python 3
imsrinin / DQN_Autonomous_Driving_Carla
Designing a DRL agent to drive autonomously in Carla Env
autonomous-car autonomous-driving autonomous-vehicles carla-simulator deep-learning dqn dqn-tensorflow python reinforcement-learning tensorflow2
Language:Python 3
MagicDeveloperDRL / MRL-AIFlappyBird-Python-master
本项目是用Python编写的AI小游戏，是作者实现用AI玩Flappy Bird小游戏的小项目，当然为了便于AI训练，该游戏进行了一定的简化处理，没有添加开始游戏等其他界面。本文使用的AI算法是基于TensorFlow框架的Nature DQN算法。
dqn-tensorflow flappy-bird python rl
Language:Python 3
TaifQureshi / Forex-DQNN
Forex prediction using DQNN
forex-prediction dqn-tensorflow ml
Language:Python 3

dqn-tensorflow

DanielPalaio / LunarLander-v2_DeepRL

henryzhongsc / half_tael_DQN

AhmetFurkanDEMIR / SuperMarioBrosRL

kochlisGit / Autonomous-Vehicles-Adaptive-Cruise-Control

DanielPalaio / MountainCar-v0_DeepRL

henryboisdequin / AI-Stock-Trader

BohyungPaeng / DRL-Scheduling-tf

ehsan-vakili / DQN-ethical-decision-making-self-driving-cars

NianfeiDu / DRL-based-robot-exploration

mattiapettene / Optimization-based-robot-control

TurboWay / antman

white07S / Forex-Trading

nickromandini / reinforcement-learning-cybersecurity

c4phesua / DQN_tictactoe

huafeng97 / DQN

jorekai / DQN-Timeseries-Anomaly-Detection

mesjou / price_simulator

nitish-kalan / MountainCar-v0-Deep-Q-Learning-DQN-Keras

DanielPalaio / Pong-v4_DeepRL

leonvol / blackjack-dqn

saaries / Obstacle_avoidance_dqn

7enTropy7 / BipedalWalker

amifunny / Reinforce_Adventure

aroodgar / Deep-Q-learning-for-mobile-edge-computing

DanielPalaio / CartPole-v0_DeepRL

shubhamag / DeepRL_DQN_tensorflow

ultronify / cartpole-tf-dqn

vibhu12345 / Product-Recommendation-using-DRL

CrazyGG3r / Valor

KanishkNavale / DQN-DuelingDQN

miaoz0 / DQN_CartPole_tf

NicMaq / Reinforcement-Learning

bengunur06 / CATastrophe

imsrinin / DQN_Autonomous_Driving_Carla

MagicDeveloperDRL / MRL-AIFlappyBird-Python-master

TaifQureshi / Forex-DQNN