ddqn

There are 2 repositories under ddqn topic.

keon / deep-q-learning
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
ddqn deep-learning deep-q-network deep-reinforcement-learning dqn reinforcement-learning
Language:Python 1259
germain-hug / Deep-RL-Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
a2c a3c d3qn ddpg ddqn dqn dueling gym keras keras-rl openai policy-gradient reinforcement-learning
Language:Python 524
dongminlee94 / deep_rl
PyTorch implementation of deep reinforcement learning algorithms
deep-reinforcement-learning model-free-rl pytorch dqn ddqn a2c vpg npg trpo ppo ddpg td3 sac sac-aea
Language:Python 485
pythonlessons / Reinforcement_Learning
Reinforcement learning tutorials
dqn ddqn dueling-dqn d3qn reinforcement-learning a2c policy-gradient a3c ppo ppo-agent actor-critic-algorythm lunarlander bipedalwalker
Language:Python 353
atari
gsurma / atari
AI research environment for the Atari 2600 games 🤖.
ai ml artificial-intelligence machine-learning rl reinforcement-learning atari gym python2 python breakout space-invaders dqn ddqn q-l
Language:Python 249
idreesshaikh / Autonomous-Driving-in-Carla-using-Deep-Reinforcement-Learning
Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]
autonomous-driving ddqn reinforcement-learning self-driving-car deep-reinforcement-learning ppo carla-driving-simulator carla-environment deep-learning proximal-policy-optimization carla-simulator deep-learning-algorithms openai pytorch self-driving self-driving-car-simulation self-driving-cars
Language:Python 230
Kyushik / DRL
Repository for codes of 'Deep Reinforcement Learning'
dqn deep-reinforcement-learning double-dqn deep-recurrent-q-network ddqn drqn dueling-dqn prioritized-experience-replay prioritized-replay drl pygame tensorflow noisynet-dqn rnd icm
Language:Python 215
deepanshut041 / Reinforcement-Learning
Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch
deep-reinforcement-learning policy-gradients monte-carlo actor-critic sarsa a2c ppo dqn pytorch reinforcement-learning ddqn reinforce ddpg t3d sac atari2600 vizdoom sonic-the-hedgehog
Language:Jupyter Notebook 97
deligentfool / dqn_zoo
The implement of all kinds of dqn reinforcement learning with Pytorch
dqn ddqn dueling-dqn prioritized-dqn noisy-dqn categorical-dqn n-step-dqn rainbow-dqn pytorch qr-dqn iqn fqf distributional-dqn mmddqn soft-q-learning
Language:Python 84
FelipeMarcelino / 2048-Gym
This projects aims to use reinforcement learning algorithms to play the game 2048.
reinforcement-learning openai-gym ddqn gym-environment 2048 artificial-intelligence machine-learning
Language:Python 81
fschur / DDQN-with-PyTorch-for-OpenAI-Gym
Implementation of Double DQN reinforcement learning for OpenAI Gym environments with PyTorch.
cartpole ddqn deep-learning dqn gym openai-gym pytorch reinforcement-learning
Language:Python 59
itaicaspi / keras-dqn-doom
Keras implementation of DQN on ViZDoom environment
keras dqn deep-reinforcement-learning vizdoom ddqn
Language:Python 53
jihoonerd / Deep-Reinforcement-Learning-with-Double-Q-learning
📖 Paper: Deep Reinforcement Learning with Double Q-learning 🕹️
atari ddqn deep-learning deepmind dqn reinforcement-learning tensorflow2
Language:Python 43
alamminsalo / snakewasm
Snake game with neural network AI model
dqn game javascript neural-network pytorch reinforcement-learning rust snake-game wasm ddqn deeplearning
Language:Rust 38
Rahul-Choudhary-3614 / Deep-Reinforcement-Learning-Notebooks
This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.
dqn ddqn a2c a3c soft-actor-critic noisy-networks ppo reinforce-algorithm sarsa prioritized-experience-replay ddpg-algorithm deep-reinforcement-learning kungfumaster-v0 cartpole-v0 doom half-cheetah ant-v2 rainbow
Language:Jupyter Notebook 36
blackredscarf / pytorch-DQN
Using pytorch to implement DQN / DDQN / Atari DDQN
atari ddqn deep-learning dqn pytorch reinforcement-learning
Language:Python 35
ChuaCheowHuan / reinforcement_learning
My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.
dqn tensorflow reinforcement-learning ddqn per rl n-step a3c dppo ppo distributed-tensorflow dueling-ddqn rnd random-network-distillation rnd-ppo n-step-return n-step-target lstm
Language:Jupyter Notebook 35
kochlisGit / TraderNet-CRv2
TraderNet-CRv2 - Combining Deep Reinforcement Learning with Technical Analysis and Trend Monitoring on Cryptocurrency Markets
cryptocurrency-trading deep-neural-networks deep-reinforcement-learning explainability google-trends machine-learning proximal-policy-optimization python risk-adjusted-return technical-analysis technical-indicators tensorflow tf-agents trading-algorithms trading-bot reward-shaping double-dqn-algorithm ppo-algorithm google-trends-api ddqn
Language:Jupyter Notebook 27
TroddenSpade / Federated-DRL
Parallel training on multiple Deep RL agents with Federated Learning approach to gain higher rewards
ddqn dqn federated-learning pytorch reinforcement-learning
Language:Python 26
batuhan3526 / AirSim-PyTorch-Drone-DDQN-Agent
This code is the result of the collaboration of RL Turkey team.
airsim airsim-simulator ddqn ddqn-pyotrch drone rl autonomous-vehicles reinforcement-learning autonomous-driving dqn dqn-pytorch pytorch-rl
Language:Python 24
BepfCp / RL-pytorch
A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.
ddqn dqn pytorch ddpg ppo reinforcement-learning-algorithms sac td3 trpo dueldqn
Language:Python 20
chinancheng / DDQN.pytorch
DDQN inplementation on PLE FlappyBird environment in PyTorch.
ddqn deep-q-learning deep-reinforcement-learning pytorch
Language:Python 20
cocolico14 / N-step-Dueling-DDQN-PER-Pacman
Using N-step dueling DDQN with PER for playing Pacman game
ddqn dqn dueling-dqn keras-tensorflow n-step pacman-game prioritized-experience-replay
Language:Python 20
monoelh / deep-reinforcement-learning_DDQN_PPO_HER
MLP-framework (pure numpy) and DDQN-framework for OpenAI's Gym games. +test code for PPO added. +Hindsight Experience Replay(HER) bitflip-DQN example. +prioritized replay.
openai-gym numpy game ddqn-framework mlp-framework deep-reinforcement-learning deep-q-network ppo policy-network advantage-actor-critic ddqn prioritized-replay hindsight-experience-replay
Language:Jupyter Notebook 20
awilliea / Risk-based_RL_for_Optimal_Trading_Execution
reinforcement-learning order-placement optimal-trading-execution multi-objective ddqn tf-agents gym-environment limit-order-book trading-bot reward-shaping morl execution-strategy
Language:Python 19
deep-reinforcement-learning
sourcecode369 / deep-reinforcement-learning
Implementation notebooks and scripts of Deep Reinforcement learning Algorithms in PyTorch and TensorFlow.
deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks deep-learning pytorch pytorch-rl dynamic-programming monte-carlo temporal-difference q-learning openai-gym openai-gym-solutions rl-algorithms ddqn dueling-dqn reinforcement-learning-environments ml-agents dqn
Language:Jupyter Notebook 19
yassineboujrada / Self_Driving_Car_By_DDQN_Algorithm
ddqn deep-learning pyglet python reinforcement-learning tensorflow
Language:Python 18
Deep-RL
aminkhani / Deep-RL
You can see a reference for Books, Articles, Courses and Educational Materials in this field. Implementation of Reinforcement Learning Algorithms and Environments. Python, OpenAI Gym, Tensorflow.
artificial-intelligence deep-learning deep-reinforcement-learning reinforcement-learning ddqn dqn atari2600 policy-gradient proximal-policy-optimization deep-rl deeprl machine-learning
Language:Jupyter Notebook 17
abyaadrafid / Deep-Reinforcement-Learning
To keep track and showcase
deep-reinforcement-learning drqn dddqn prioritized-experience-replay a2c dqn ddqn gae sac ddpg
Language:Jupyter Notebook 16
jianzhnie / RLToolkit
RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
a2c dqn ppo maddpg mappo qmix trpo actor-critic ddpg sac td3 ddqn rl
Language:Python 16
user432 / DeepRL-in-PyTorch
Minimal Implementation of Deep RL Algorithms in PyTorch
reinforcement-learning pytorch dqn dueling-dqn ddqn sac ppo acktr ddpg td3
Language:Python 16
MlAgents
deepanshut041 / MlAgents
This repository contains the implementation of deep reinforcement learning algorithms to solve various unity The Environments.
pytorch python3 reinforcement-learning ml-agents deep-learning dqn ddqn sac ppo a2c a3c ddpg maddpg
Language:Jupyter Notebook 13
PeterJochem / Deep_RL
Implementations of Deep RL Algorithms in OpenAI Gym Environments
deep-learning keras-tensorflow gym-environment atari openai-gym robotics ddpg ddqn dqn td3 pmtg
Language:Python 13
TroddenSpade / Exhaustive-Reinforcement-Learning
Exhaustive Implementation of Algorithms, Key Papers, and Well-Known Problems of Reinforcement Leaning
a2c a3c acktr artificial-intelligence ddqn deep-learning deep-reinforcement-learning dqn gym machine-learning ppo python pytorch reinforcement-learning rl sac tensorflow trpo vpg
Language:Jupyter Notebook 12
vformanyuk / reinforcement-learning
Collection of reinforcement learning algorithms implementations with TensorFlow2
a2c ape-x ddpg ddqn importance-sampling iqn per ppo qr-dqn r2d2 reinforcement-learning sac td3 tensorflow2
Language:Python 12
ZLkanyo009 / flappy-bird-tensorflow2-DQN
DQN flappy bird with tensorflow2
deep-learning neural-network pytorch ddqn tensorflow tensorflow2 flappy-bird
Language:Python 12

ddqn

keon / deep-q-learning

germain-hug / Deep-RL-Keras

dongminlee94 / deep_rl

pythonlessons / Reinforcement_Learning

gsurma / atari

idreesshaikh / Autonomous-Driving-in-Carla-using-Deep-Reinforcement-Learning

Kyushik / DRL

deepanshut041 / Reinforcement-Learning

deligentfool / dqn_zoo

FelipeMarcelino / 2048-Gym

fschur / DDQN-with-PyTorch-for-OpenAI-Gym

itaicaspi / keras-dqn-doom

jihoonerd / Deep-Reinforcement-Learning-with-Double-Q-learning

alamminsalo / snakewasm

Rahul-Choudhary-3614 / Deep-Reinforcement-Learning-Notebooks

blackredscarf / pytorch-DQN

ChuaCheowHuan / reinforcement_learning

kochlisGit / TraderNet-CRv2

TroddenSpade / Federated-DRL

batuhan3526 / AirSim-PyTorch-Drone-DDQN-Agent

BepfCp / RL-pytorch

chinancheng / DDQN.pytorch

cocolico14 / N-step-Dueling-DDQN-PER-Pacman

monoelh / deep-reinforcement-learning_DDQN_PPO_HER

awilliea / Risk-based_RL_for_Optimal_Trading_Execution

sourcecode369 / deep-reinforcement-learning

yassineboujrada / Self_Driving_Car_By_DDQN_Algorithm

aminkhani / Deep-RL

abyaadrafid / Deep-Reinforcement-Learning

jianzhnie / RLToolkit

user432 / DeepRL-in-PyTorch

deepanshut041 / MlAgents

PeterJochem / Deep_RL

TroddenSpade / Exhaustive-Reinforcement-Learning

vformanyuk / reinforcement-learning

ZLkanyo009 / flappy-bird-tensorflow2-DQN