dqn-tensorflow | Topic | Ecosyste.ms: Repos

Topic: "dqn-tensorflow"

AhmetFurkanDEMIR/SuperMarioBrosRL

Super Mario Bros training with Ray RLlib DQN algorithm

Language: Python - Size: 17.6 KB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 27 - Forks: 3

henryzhongsc/half_tael_DQN

A (very amateur) foreign exchange trading bot utilizing CNN + DQN.

Language: Python - Size: 14.4 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 27 - Forks: 16

DanielPalaio/LunarLander-v2_DeepRL

OpenAI LunarLander-v2 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Language: Python - Size: 1.75 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 21 - Forks: 5

DanielPalaio/MountainCar-v0_DeepRL

OpenAI MountainCar-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Language: Python - Size: 1.3 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 17 - Forks: 1

pujariaditya/Solving-Sudoku-using-Deep-Q-learning

Solving Sudoku using Deep Q Learning -- (Reinforcement Learning). By using Python Tensorflow Library

Language: Python - Size: 1.01 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 16 - Forks: 5

hvishal512/CS6700-Reinforcement-Learning

Artificial Intelligence series

Language: Jupyter Notebook - Size: 5.04 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 16 - Forks: 4

henryboisdequin/AI-Stock-Trader

Created an DQN AI Agent which chooses to sell, buy, or keep stocks from various companies.

Language: Python - Size: 55.7 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 14 - Forks: 5

kochlisGit/Autonomous-Vehicles-Adaptive-Cruise-Control

An implementation of an Autonomous Vehicle Agent in CARLA simulator, using TF-Agents

Language: Python - Size: 111 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 6

TurboWay/antman

基于 tensorflow 2.0 机器学习实践

Language: Python - Size: 16 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 13 - Forks: 6

BohyungPaeng/DRLScheduling-tardiness-tf

Codes implementation of the paper "Deep reinforcement learning for minimizing tardiness in parallel machine scheduling with sequence dependent family setups"

Language: Python - Size: 71.3 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 1

aroodgar/Deep-Q-learning-for-mobile-edge-computing Fork of mingt2019/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.

Language: Python - Size: 34.2 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

ultronify/cartpole-tf-dqn

Play CartPole with DQN implemented with Tensorflow 2.0

Language: Jupyter Notebook - Size: 63.5 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2

NianfeiDu/DRL-based-robot-exploration

a nearest frontier based DQN alg for robot exploration

Language: Python - Size: 151 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 2

7enTropy7/BipedalWalker

This is how you teach a dumb bot to walk on two feet.

Language: Python - Size: 1.51 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 2

DanielPalaio/CartPole-v0_DeepRL

OpenAI CartPole-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Language: Python - Size: 15 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0

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

Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 3

c4phesua/DQN_tictactoe

Apply DQN model in reinforcement learning to build an AI model with the goal of mastering tic tac toe game.

Language: Jupyter Notebook - Size: 708 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 4

amifunny/Reinforce_Adventure

This Repository contains my implementation of popular algorithms on popular environments.

Language: Python - Size: 1.18 MB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 1

CrazyGG3r/Valor

An Ai using Reinforcement Learning to survive in a very basic roguelike environment

Language: Python - Size: 959 KB - Last synced at: 7 months ago - Pushed at: 11 months ago - Stars: 4 - Forks: 1

KanishkNavale/DQN-DuelingDQN

Tensorflow based DQN and PyTorch based DDQN Agent for 'MountainCar-v0' openai-gym environment.

Language: Python - Size: 18.8 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 2

mesjou/price_simulator

simulation platform for algorithmic pricing

Language: Python - Size: 36.1 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

saaries/Obstacle_avoidance_dqn

Obstacle avoidance with DQN Algorithm (Double DQN, Prioritized Experience Replay, Dueling Network Architectures, N-step Return, Soft TargetNet, Parallel computing...

Language: Python - Size: 18 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

NicMaq/Reinforcement-Learning

Reinforcement Learning (RL DQN) / Atari Acrobot, Breakout, and Space Invaders.

Language: Jupyter Notebook - Size: 19.1 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 3

nickromandini/reinforcement-learning-cybersecurity

Implementation of reinforcement learning algorithms in a cyber security simulation. Autonomous and Adaptive Systems (University of Bologna, Italy) course project.

Language: Python - Size: 188 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 1

bengunur06/CATastrophe

Train a model with Reinforcement Learning

Language: Python - Size: 30 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

white07S/Forex-Trading

A simple implementation of HFT (High-Frequency Trading) in Python on the concept of DQN for forex market

Language: Python - Size: 519 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

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

Solving MountainCar-v0 environment in Keras with Deep Q Learning an Deep Reinforcement Learning algorithm

Language: Python - Size: 911 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 2

weiyx16/RL_Toy_Example

Deep RL toy example based on gym package with several methods

Language: Python - Size: 1.03 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

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.

Language: Python - Size: 43.9 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1

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."

Language: Python - Size: 34.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

RajK853/RL_OpenAI_Gym

Solutions for OpenAI Gym RL environments

Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: 15 days ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

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。

Language: Python - Size: 65.3 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

TaifQureshi/Forex-DQNN

Forex prediction using DQNN

Language: Python - Size: 8.79 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 2

margaeor/dino-dqn

DQN agent for google chrome dino

Language: Python - Size: 68.2 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

ahmadsuleman/Deep-Reinforcement-Learning-for-Renewable-Energy-Maximization

Renewable Energy Maximization for Pelagic Islands Network of Microgrids Through Battery Swapping Using Deep Reinforcement Learning

Language: Python - Size: 24.2 MB - Last synced at: 23 days ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

Open-Building-Management/EnergyGym

gym environnement to simulate the energetic behaviour of a real estate

Language: Python - Size: 14.9 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

nonkloq/nn_dqn-from-scratch

Artificial Neural Network (MLP) and Deep Q-Learning Implementation from scratch, only using numpy.

Language: Jupyter Notebook - Size: 278 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 3

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).

Language: Python - Size: 16.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

GiacomoCorradini/DQN-pendulum

Deep-Q-network learning algorithm to stabilize a pendulum around its upright position

Language: PureBasic - Size: 4.95 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Gautam-J/Deep-q-Learning

Double DQN on custom environment using PyGame

Language: Python - Size: 176 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

imsrinin/DQN_Autonomous_Driving_Carla

Designing a DRL agent to drive autonomously in Carla Env

Language: Python - Size: 10.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

SuperbTUM/RL-Atari-Skiing

Develop an AI player of Atari Skiing with deep reinforcement learning

Language: Python - Size: 153 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

albemordo/dqn

Language: Jupyter Notebook - Size: 282 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

darkmatter2222/Halite-RL-DQN

Deep Rnforcement Larning to play Halite

Language: Python - Size: 466 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

CommissarSilver/Population-Based-Training-of-Neural-Networks

Population Based Training of neural networks for multiagent environments

Language: Python - Size: 7.48 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 3

c4phesua/reinforcement_learning

Implementation reinforcement learning algorithms

Language: Python - Size: 36.1 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

Ostyk/Restraining-Bolts-for-Reinforcement-Learning Fork of soto323/Restraining-Bolts-for-Reinforcement-Learning

Size: 36.9 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

sid230798/Doom_Reinforcement_Learning

Used Vizdoom API to train AI-Bot using DQN, DRQN and add a lot of improvements fixed-Q, Dueling, Prioritzing to maximize K/D of Bot.

Language: Python - Size: 170 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

RahulBarman101/Snake-DQN-

The popular snake game using reinforcement learning (DQN)

Language: Python - Size: 7.81 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

mr-ravin/DeepQNetwork-TF 📦

This repository includes source code for Deep Q Network architecture (DQN) implemented in Tensorflow library.

Language: Python - Size: 557 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1