ddpg

There are 8 repositories under ddpg 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 12938
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 9346
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 8913
udacity / deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks pytorch pytorch-rl ddpg dqn ppo dynamic-programming cross-entropy hill-climbing ml-agents openai-gym-solutions openai-gym rl-algorithms
Language:Jupyter Notebook 5116
AI4Finance-Foundation / ElegantRL
Massively Parallel Deep Reinforcement Learning. 🔥
a2c bipedalwalkerhardcore ddpg dqn drl-pytorch efficient gae lightweight model-free-rl multiple-gpu per ppo pytorch reinforcement-learning sac stable td3
Language:Python 4220
ShangtongZhang / DeepRL
Modularized Implementation of Deep RL Algorithms in PyTorch
a2c categorical-dqn ddpg deep-reinforcement-learning deeprl double-dqn dqn dueling-network-architecture option-critic option-critic-architecture ppo prioritized-experience-replay pytorch quantile-regression rainbow td3
Language:Python 3369
seungeunrho / minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
deep-reinforcement-learning pytorch simple deep-learning a3c ppo a2c reinforce acer dqn ddpg policy-gradients reinforcement-learning machine-learning sac
Language:Python 3091
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 3071
AI4Finance-Foundation / FinRL-Trading
For trading. Please star.
deep-reinforcement-learning stock-trading a2c-algorithm ppo ddpg openai-gym ensemble-strategy stock-trading-strategy automated-stock-trading sharpe-ratio
Language:Jupyter Notebook 2498
xuance
agi-brain / xuance
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
multi-agent-reinforcement-learning reinforcement-learning reinforcement-learning-library mindspore pytorch tensorflow2 atari mujoco mpe a2c ddpg dqn maddpg starcraft2 magent google-research-football mappo qmix ppo
Language:Python 979
Rafael1s / Deep-Reinforcement-Learning-Algorithms
32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
deep-rl-algorithms github-udacity dqn-ppo-ddpg dqn td3 cartpole bipedalwalker deep-reinforcement-learning sac carracing hopperbulletenv lunarlander ddpg ppo a2c antbulletenv soft-actor-critic halfcheetahbulletenv walker2dbulletenv
Language:Jupyter Notebook 958
mushroom-rl
MushroomRL / mushroom-rl
Python library for Reinforcement Learning.
reinforcement-learning deep-reinforcement-learning deep-learning openai-gym atari rl pytorch mujoco dqn ddpg trpo qlearning pybullet sac
Language:Python 913
TianhongDai / reinforcement-learning-algorithms
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
a2c actor-critic algorithm atari2600 ddpg deep-learning deep-reinforcement-learning dqn dueling-dqn flappy-bird ppo proximal-policy-optimization pytorch sac soft-actor-critic trpo trust-region-policy-optimization
Language:Python 687
cpnota / autonomous-learning-library
A PyTorch library for building deep reinforcement learning agents.
reinforcement-learning reinforcement-learning-algorithms deep-reinforcement-learning soft-actor-critic proximal-policy-optimization deep-q-learning advantage-actor-critic deep-deterministic-policy-gradient sac a2c ddpg ppo dqn dqn-pytorch
Language:Python 652
ghliu / pytorch-ddpg
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
pytorch ddpg deep-reinforcement-learning openai-gym
Language:Python 620
fangvv / UAV-DDPG
Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
actor-critic-algorithm computation-offloading ddpg deep-deterministic-policy-gradient deep-learning deep-q-network dqn drones mobile-edge-computing reinforcement-learning reinforcement-learning-algorithms tensorflow uav unmanned-aerial-vehicle
Language:Python 617
archsyscall / DeepRL-TensorFlow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
tensorflow machine-learning reinforcement-learning a2c a3c reinforce dqn trpo ppo sac ddpg deep-learning deep-reinforcement-learning tensorflow2 dueling-dqn double-dqn rainbow-dqn
Language:Python 609
ChenglongChen / pytorch-DRL
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
pytorch deep-reinforcement-learning multi-agent deep-q-network actor-critic advantage-actor-critic a2c proximal-policy-optimization ppo deep-deterministic-policy-gradient ddpg acktr rl drl madrl dqn reinforcement-learning
Language:Python 609
germain-hug / Deep-RL-Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
a3c reinforcement-learning keras gym openai policy-gradient ddpg keras-rl dqn ddqn d3qn dueling a2c
Language:Python 550
dongminlee94 / deep_rl
PyTorch implementation of deep reinforcement learning algorithms
a2c ddpg ddqn deep-reinforcement-learning dqn model-free-rl npg ppo pytorch sac sac-aea td3 trpo vpg
Language:Python 493
navneet-nmk / pytorch-rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
dqn reinforcement-learning deep-learning deep-reinforcement-learning pytorch gym ddpg rl-algorithms openai openai-gym robotics experience-replay mujoco mujoco-py policy-gradient gan generative-adversarial-network vae vae-gan variational-autoencoder
Language:Python 452
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 447
TianhongDai / hindsight-experience-replay
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
hindsight-experience-replay ddpg reinforcement-learning off-policy exploration pytorch-implmention her
Language:Python 437
machin
iffiX / machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
reinforcement-learning deep-learning pytorch pytorch-reinforcement-learning dqn ddpg sac ppo td3 prioritized-experience-replay distributed a3c-pytorch python pytorch-lightning
Language:Python 419
Skylark0924 / Machine-Learning-is-ALL-You-Need
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
deep-reinforcement-learning keras pytorch tensorflow convolutional-neural-networks lstm dqn ddpg actor-critic ppo trpo qlearning logistic-regression support-vector-machine k-nearest-neighbours naive-bayes-classifier decision-trees random-forest gan resnet
Language:Python 411
MorvanZhou / train-robot-arm-from-scratch
Build environment and train a robot arm from scratch (Reinforcement Learning)
reinforcement-learning reinforcement-learning-excercises tensorflow python robot-arm tutorial machine-learning ddpg
Language:Python 400
zuoxingdong / lagom
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
reinforcement-learning pytorch machine-learning python research deep-learning artificial-intelligence policy-gradient evolution-strategies deep-reinforcement-learning deep-deterministic-policy-gradient ddpg td3 soft-actor-critic mujoco proximal-policy-optimization ppo cem cmaes sac
Language:Jupyter Notebook 378
davidtw0320 / Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning
Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers
resource-allocation edge-servers ddpg
Language:Python 359
kengz / openai_lab
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
actor-critic ddpg deep-reinforcement-learning experiment keras openai policy-gradient reinforcement-learning tensorflow
Language:Python 327
anita-hu / TF2-RL
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
reinforcement-learning tensorflow2 openai-gym ddpg dqn sac ppo ae-ddpg tensorboard
Language:Python 315
ikostrikov / pytorch-ddpg-naf
Implementation of algorithms for continuous control (DDPG and NAF).
ddpg deep-deterministic-policy-gradient deep-learning pytorch reinforcement-learning
Language:Python 312
fangvv / VN-MADDPG
Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"
ddpg ddpg-algorithm dqn maddpg deep-reinforcement-learning multi-agent-reinforcement-learning reinforcement-learning vehicular-networks v2i v2v vanet
Language:Python 311
cyoon1729 / RLcycle
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
reinforcement-learning pytorch a2c ddpg hydra a3c dqn quantile-regression sac rainbow-dqn
Language:Python 299
sunghoonhong / AirsimDRL
Autonomous UAV Navigation without Collision using Visual Information in Airsim
reinforcement-learning airsim quadrotor depth-images ddpg td3 uav drone autonomous-quadcoptor
Language:Python 266
m5823779 / motion-planner-reinforcement-learning
End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo
continuous-control ddpg deep-deterministic-policy-gradient deep-learning deep-reinforcement-learning gazebo motion-planner navigation neural-network ros-kinetic tensorflow turtlebot3
Language:Python 234
RchalYang / torchrl
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
algorithm ddpg dqn gym mujoco policy-agent ppo pytorch reinforcement-learning rl-algorithms sac td3 trpo
Language:Python 229

ddpg

datawhalechina / easy-rl

MorvanZhou / Reinforcement-learning-with-tensorflow

thu-ml / tianshou

udacity / deep-reinforcement-learning

AI4Finance-Foundation / ElegantRL

ShangtongZhang / DeepRL

seungeunrho / minimalRL

XinJingHao / DRL-Pytorch

AI4Finance-Foundation / FinRL-Trading

agi-brain / xuance

Rafael1s / Deep-Reinforcement-Learning-Algorithms

MushroomRL / mushroom-rl

TianhongDai / reinforcement-learning-algorithms

cpnota / autonomous-learning-library

ghliu / pytorch-ddpg

fangvv / UAV-DDPG

archsyscall / DeepRL-TensorFlow2

ChenglongChen / pytorch-DRL

germain-hug / Deep-RL-Keras

dongminlee94 / deep_rl

navneet-nmk / pytorch-rl

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

TianhongDai / hindsight-experience-replay

iffiX / machin

Skylark0924 / Machine-Learning-is-ALL-You-Need

MorvanZhou / train-robot-arm-from-scratch

zuoxingdong / lagom

davidtw0320 / Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning

kengz / openai_lab

anita-hu / TF2-RL

ikostrikov / pytorch-ddpg-naf

fangvv / VN-MADDPG

cyoon1729 / RLcycle

sunghoonhong / AirsimDRL

m5823779 / motion-planner-reinforcement-learning

RchalYang / torchrl