double-dqn

There are 2 repositories under double-dqn topic.

datawhalechina / easy-rl
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
a3c ddpg deep-reinforcement-learning double-dqn dqn dueling-dqn easy-rl imitation-learning policy-gradient ppo q-learning reinforcement-learning sarsa td3
Language:Jupyter Notebook 12440
MorvanZhou / Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
a3c actor-critic asynchronous-advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network double-dqn dqn dueling-dqn machine-learning policy-gradient ppo prioritized-replay proximal-policy-optimization q-learning reinforcement-learning sarsa sarsa-lambda tensorflow-tutorials tutorial
Language:Python 9303
tianshou
thu-ml / tianshou
An elegant PyTorch deep reinforcement learning library.
a2c atari bcq cql ddpg double-dqn dqn drl imitation-learning mujoco npg policy-gradient ppo pytorch rl sac td3 transferlab trpo
Language:Python 8771
ShangtongZhang / DeepRL
Modularized Implementation of Deep RL Algorithms in PyTorch
pytorch deep-reinforcement-learning dqn dueling-network-architecture double-dqn deeprl ddpg ppo categorical-dqn option-critic quantile-regression td3 a2c option-critic-architecture prioritized-experience-replay rainbow
Language:Python 3344
XinJingHao / DRL-Pytorch
Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)
deep-reinforcement-learning pytorch reinforcement-learning machine-learning asl c51 categorical-dqn ddpg double-dqn dueling-dqn noisynet-dqn ppo prioritized-experience-replay q-learning sac td3
Language:Python 2928
qfettes / DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
python3 pytorch reinforcement-learning deep-reinforcement-learning deep-q-network double-dqn multi-step-learning dueling-dqn noisy-networks prioritized-experience-replay deeprl-tutorials categorical-dqn rainbow quantile-regression deep-recurrent-q-network actor-critic advantage-actor-critic a2c gae ppo
Language:Jupyter Notebook 1065
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 859
archsyscall / DeepRL-TensorFlow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
a2c a3c ddpg deep-learning deep-reinforcement-learning double-dqn dqn dueling-dqn machine-learning ppo rainbow-dqn reinforce reinforcement-learning sac tensorflow tensorflow2 trpo
Language:Python 609
sudharsan13296 / Deep-Reinforcement-Learning-With-Python
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
deep-reinforcement-learning reinforcement-learning trpo ppo ddpg td3 sac inverse-reinforcement-learning c51 a3c actor-critic a2c deep-learning dqn openai-gym policy-gradient double-dqn q-learning bellman-equation
Language:Jupyter Notebook 410
Dungyichao / Electric-Vehicle-Route-Planning-on-Google-Map-Reinforcement-Learning
User can set up destination for any agent to navigate on Google Map and learn the best route for the agent based on its current condition and the traffic. Our result is 10% less energy consumption than the route provided by Google map
google-maps reinforcement-learning electric-vehicles battery double-dqn route-planner path-planning python python36 geocode elevation directions
Language:Python 250
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 216
AgentMaker / Paddle-RLBooks
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
policy-iteration value-iteration sarsa q-learning dqn nstep-dqn double-dqn dueling-dqn noisy-dqn c51 reinforce policy-gradient policy-gradient-with-baseline actor-critic ddpg td3 sac paddlepaddle reinforcement-learning
Language:Python 110
DeepNeuralAI / RL-DeepQLearning-Trading
An RL model that uses double deep Q learning to generate an optimal policy of stock market trades
double-dqn openai-gym reinforcement-learning stock-trading
Language:Python 101
LxzGordon / Deep-Reinforcement-Learning-with-pytorch
Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO
pytorch algorithm reinforcement-learning dqn ddpg actor-critic policy-gradients a2c a3c sac td3 double-dqn dueling-dqn sarsa trpo
Language:Python 92
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 75
Kautenja / playing-mario-with-deep-reinforcement-learning
An implementation of (Double/Dueling) Deep-Q Learning to play Super Mario Bros.
atari2600 deep-reinforcement-learning double-dqn dqn dueling-dqn super-mario-bros tetris
Language:Jupyter Notebook 71
kirarpit / connect4
Solving board games like Connect4 using Deep Reinforcement Learning
a3c-agent alphago-zero async-dqn connect4-game convolutional-neural-networks deep-learning double-dqn dueling-dqn monte-carlo-tree-search policy-gradient reinforcement-learning-algorithms residual-networks tictactoe-game
Language:Python 33
ShanHaoYu / Deep-Q-Network-Breakout
This is an implementation of Deep Q Learning (DQN) playing Breakout from OpenAI's gym with Keras.
keras reinforcement-learning dueling-dqn double-dqn
Language:Python 30
abhilash1910 / Deep_Reinforcement_Learning_Trading
Deep Reinforcement Learning for Trading
a2c a3c-agent actor-critic actor-critic-methods arima-model cnn-lstm-models ddpg double-dqn dqn-agents dueling-dqn ppo-agent prophet-model sac sarimax soft tensorflow2 time-series trpo trading trading-strategies
Language:Jupyter Notebook 27
perseus784 / Vehicle_Overtake_Double_DQN
A Reinforcement Learning agent to perform overtaking action using Double DQN based CNNs which takes images as input built using TensorFlow.
deep-reinforcement-learning double-dqn double-q-learning openai-gym openai openai-gym-environments cnn
Language:Python 26
makaveli10 / reinforcementLearning
Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.
reinforcement-learning sutton-gambler sutton-gridworld monte-carlo-methods td-learning machine-learning david-silver-course model-free-rl dynamic-programming random-walk sarsa n-step-sarsa n-step-bootstrapping q-learning-vs-sarsa q-learning experience-replay dqn dqn-pytorch double-dqn prioritized-experience-replay
Language:Jupyter Notebook 24
wzcai99 / XuanCE-Tiny
A clean framework and implementations for reinforcement learning algorithms.
a2c benchmark ddpg double-dqn dqn dueling-dqn mujoco ppo pytorch reinforcement-learning rl td3 deep-reinforcement-learning library
Language:Python 19
txzhao / rl-zoo
PyTorch implementation of various reinforcement learning algorithms
reinforcement-learning-algorithms pytorch-rl dyna-q double-dqn prioritized-experience-replay dqn
Language:Python 18
anh-nn01 / Lunar-Lander-Double-Deep-Q-Networks
An AI agent that use Double Deep Q-learning to teach itself to land a Lunar Lander on OpenAI universe
reinforcement-learning deep-q-network lunar-lander artificial-intelligence machine-learning double-dqn openai-universe keras
Language:Python 16
anubhavshrimal / Reinforcement-Learning
Implementation and Notes of different Reinforcement Learning Algorithms
deep-q-network deep-reinforcement-learning double-dqn dueling-dqn monte-carlo pytorch reinforcement-learning-algorithms rl-notes temporal-difference
Language:Jupyter Notebook 14
chirag-singhal / Double-DQN
Deep Reinforcement Learning with Double Q-learning
atari deep-reinforcement-learning double-dqn dqn dqn-algorithm q-learning reinforcement-learning
Language:Jupyter Notebook 14
leolellisr / poke_RL
Code repository with classical reinforcement learning and deep reinforcement learning methods for Pokémon battles in Pokémon Showdown.
pokemon reinforcement-learning monte-carlo sarsa-lambda qlearning function-approximation game dqn double-dqn ppo ppo2 deep-reinforcement-learning deep-rl reinforce pokemon-showdown
Language:Jupyter Notebook 14
atul-1511 / RL-Recommendation-System
Recommendation System using Deep Q-Networks and Double Deep Q-Networks
recommendation-system reinforcement-learning deepq-learning double-dqn python
Language:Python 13
dbobrenko / reinforceflow
Deep Reinforcement Learning framework based on TensorFlow and OpenAI Gym
reinforcement-learning dqn openai-gym deep-rl prioritized-replay double-dqn async-dqn a3c
Language:Python 13
bhatiaabhinav / RL-v2
Version 3.0.0 Pytorch implementations of DQN, DDQN, DDPG, SAC, Discrete SAC. With more features :)
dqn ddpg sac ddqn deep-reinforcement-learning deep-q-network soft-actor-critic deep-deterministic-policy-gradient double-dqn n-step-dqn n-step-return parameter-noise wandb
Language:Python 12
DemaciaLarz / TDQN-in-keras
Applying the Trading Deep Q-Network algorithm (TDQN) on shares in the hydrogen sector.
dqn tdqn algorithmic-trading deep-reinforcement-learning prioritized-experience-replay double-dqn
Language:Jupyter Notebook 12
chucnorrisful / dqn
Applying the DQN-Agent from keras-rl to Starcraft 2 Learning Environment and modding it to to use the Rainbow-DQN algorithms.
starcraft2 starcraft2-ai sc2le pysc2 pysc2-mini-games pysc2-agent keras keras-rl dqn rainbow-dqn python reinforcement-learning reinforcement-learning-algorithms ddqn dddqn prioritized-experience-replay double-dqn dueling-dqn
Language:Python 11
cxiang26 / DRL_mxnet
reinforce learing
actor-critic ddpg deep-q-network double-dqn drl-mxnet dueling-dqn gym mxnet prioritized-replay reinforcement-learning
Language:Python 11
french-ai / reinforcement
Reinforcement learning modular with pytorch
reinforcement-learning pytorch gym agent dqn dqn-pytorch tensorboard dueling-dqn double-dqn
Language:Jupyter Notebook 11
elinorwahl / unity-navigation-reinforcement-learning
A deep q-network AI agent that learns to collect bananas in a Unity environment
python pytorch deep-reinforcement-learning double-dqn dueling-q-networks prioritized-experience-replay unity
Language:Jupyter Notebook 10
sshkhr / RBDoom
RBDoom is a Rainbow-DQN based agent for playing the first-person shooter game Doom
reinforcement-learning deep-reinforcement-learning experience-replay deep-q-network dueling-dqn double-dqn rainbow-dqn deep-learning
Language:Python 9

double-dqn

datawhalechina / easy-rl

MorvanZhou / Reinforcement-learning-with-tensorflow

thu-ml / tianshou

ShangtongZhang / DeepRL

XinJingHao / DRL-Pytorch

qfettes / DeepRL-Tutorials

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

archsyscall / DeepRL-TensorFlow2

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

Dungyichao / Electric-Vehicle-Route-Planning-on-Google-Map-Reinforcement-Learning

Kyushik / DRL

AgentMaker / Paddle-RLBooks

DeepNeuralAI / RL-DeepQLearning-Trading

LxzGordon / Deep-Reinforcement-Learning-with-pytorch

neka-nat / distributed_rl

Kautenja / playing-mario-with-deep-reinforcement-learning

kirarpit / connect4

ShanHaoYu / Deep-Q-Network-Breakout

abhilash1910 / Deep_Reinforcement_Learning_Trading

perseus784 / Vehicle_Overtake_Double_DQN

makaveli10 / reinforcementLearning

wzcai99 / XuanCE-Tiny

txzhao / rl-zoo

anh-nn01 / Lunar-Lander-Double-Deep-Q-Networks

anubhavshrimal / Reinforcement-Learning

chirag-singhal / Double-DQN

leolellisr / poke_RL

atul-1511 / RL-Recommendation-System

dbobrenko / reinforceflow

bhatiaabhinav / RL-v2

DemaciaLarz / TDQN-in-keras

chucnorrisful / dqn

cxiang26 / DRL_mxnet

french-ai / reinforcement

elinorwahl / unity-navigation-reinforcement-learning

sshkhr / RBDoom