double-dqn · GitHub Topics

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

deep-reinforcement-learning reinforcement-learning dqn ppo a3c q-learning sarsa imitation-learning policy-gradient ddpg double-dqn dueling-dqn td3

Jupyter Notebook 11.57 k

2 天前

MorvanZhou / Reinforcement-learning-with-tensorflow

#计算机科学#Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

reinforcement-learning 教程 q-learning sarsa sarsa-lambda deep-q-network a3c ddpg policy-gradient dqn double-dqn dueling-dqn deep-deterministic-policy-gradient actor-critic Tensorflow proximal-policy-optimization ppo 机器学习

Python 9.21 k

1 年前

thu-ml / tianshou

An elegant PyTorch deep reinforcement learning library.

PyTorch policy-gradient dqn double-dqn a2c ddpg ppo td3 sac imitation-learning mujoco atari rl cql

Python 8.57 k

11 天前

ShangtongZhang / DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

PyTorch deep-reinforcement-learning dqn double-dqn deeprl ddpg ppo td3 a2c rainbow

Python 3.31 k

1 年前

XinJingHao / DRL-Pytorch

#计算机科学#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 机器学习 ddpg double-dqn dueling-dqn ppo q-learning sac td3

Python 2.65 k

5 天前

qfettes / DeepRL-Tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

Python PyTorch reinforcement-learning deep-reinforcement-learning deep-q-network double-dqn dueling-dqn rainbow actor-critic advantage-actor-critic a2c ppo

Jupyter Notebook 1.08 k

4 年前

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 deep-q-network 深度学习 deep-deterministic-policy-gradient double-dqn dueling-dqn ppo markov-decision-processes policy-gradient openai-gym

Jupyter Notebook 855

5 年前

archsyscall / DeepRL-TensorFlow2

#计算机科学#🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Tensorflow 机器学习 reinforcement-learning a2c a3c reinforce dqn ppo sac ddpg 深度学习 deep-reinforcement-learning tensorflow2 dueling-dqn double-dqn

Python 607

3 年前

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

#计算机科学#Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

deep-reinforcement-learning reinforcement-learning ppo ddpg td3 sac inverse-reinforcement-learning a3c actor-critic a2c 深度学习 dqn openai-gym policy-gradient double-dqn q-learning

Jupyter Notebook 425

4 年前

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 tha...

Google 地图 reinforcement-learning battery double-dqn route-planner path-planning Python python36 geocode elevation directions

Python 251

2 年前

Kyushik / DRL

Repository for codes of 'Deep Reinforcement Learning'

dqn deep-reinforcement-learning double-dqn dueling-dqn pygame Tensorflow icm

Python 217

6 年前

AgentMaker / Paddle-RLBooks

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

sarsa q-learning dqn double-dqn dueling-dqn reinforce policy-gradient actor-critic ddpg td3 sac paddlepaddle reinforcement-learning

Python 109

4 年前

DeepNeuralAI / RL-DeepQLearning-Trading

An RL model that uses double deep Q learning to generate an optimal policy of stock market trades

reinforcement-learning openai-gym double-dqn stock-trading

Python 104

3 年前

LxzGordon / Deep-Reinforcement-Learning-with-pytorch

#算法刷题#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 算法 reinforcement-learning dqn ddpg actor-critic a2c a3c sac td3 double-dqn dueling-dqn sarsa

Python 92

4 年前