ddpg

There are 8 repositories under ddpg topic.

MorvanZhou / Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
reinforcement-learning tutorial q-learning sarsa sarsa-lambda deep-q-network a3c ddpg policy-gradient dqn double-dqn prioritized-replay dueling-dqn deep-deterministic-policy-gradient asynchronous-advantage-actor-critic actor-critic tensorflow-tutorials proximal-policy-optimization ppo machine-learning
Language:Python 8767
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/
deep-reinforcement-learning reinforcement-learning dqn ppo a3c q-learning sarsa imitation-learning policy-gradient ddpg easy-rl double-dqn dueling-dqn td3
Language:Jupyter Notebook 8719
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 7634
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 4825
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 3562
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 3146
seungeunrho / minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple
Language:Python 2806
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 1963
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 956
mushroom-rl
MushroomRL / mushroom-rl
Python library for Reinforcement Learning.
atari ddpg deep-learning deep-reinforcement-learning dqn mujoco openai-gym pybullet pytorch qlearning reinforcement-learning rl sac trpo
Language:Python 786
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)
deep-reinforcement-learning ddpg ppo proximal-policy-optimization deep-learning actor-critic algorithm dqn flappy-bird trpo trust-region-policy-optimization a2c atari2600 dueling-dqn pytorch soft-actor-critic sac
Language:Python 655
cpnota / autonomous-learning-library
A PyTorch library for building deep reinforcement learning agents.
a2c advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-learning deep-reinforcement-learning dqn dqn-pytorch ppo proximal-policy-optimization reinforcement-learning reinforcement-learning-algorithms sac soft-actor-critic
Language:Python 643
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.
a2c antbulletenv bipedalwalker carracing cartpole ddpg deep-reinforcement-learning deep-rl-algorithms dqn dqn-ppo-ddpg github-udacity halfcheetahbulletenv hopperbulletenv lunarlander ppo sac soft-actor-critic td3 walker2dbulletenv
Language:Jupyter Notebook 635
marload / 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 586
ghliu / pytorch-ddpg
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
ddpg deep-reinforcement-learning openai-gym pytorch
Language:Python 559
xuance
agi-brain / xuance
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
a2c atari ddpg decision-making dqn google-research-football maddpg magent mappo mindspore mpe mujoco multi-agent-reinforcement-learning ppo pytorch qmix reinforcement-learning reinforcement-learning-library starcraft2 tensorflow2
Language:Python 533
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 527
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 515
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 483
navneet-nmk / pytorch-rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
ddpg deep-learning deep-reinforcement-learning dqn experience-replay gan generative-adversarial-network gym mujoco mujoco-py openai openai-gym policy-gradient pytorch reinforcement-learning rl-algorithms robotics vae vae-gan variational-autoencoder
Language:Python 442
fangvv / UAV-DDPG
Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
ddpg reinforcement-learning-algorithms tensorflow unmanned-aerial-vehicle deep-deterministic-policy-gradient reinforcement-learning dqn actor-critic-algorithm uav computation-offloading deep-learning deep-q-network drones mobile-edge-computing
Language:Python 400
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 395
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 389
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 382
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 373
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 361
kengz / openai_lab
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
keras tensorflow openai experiment policy-gradient actor-critic ddpg deep-reinforcement-learning reinforcement-learning
Language:Python 325
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
a2c a3c actor-critic bellman-equation c51 ddpg deep-learning deep-reinforcement-learning double-dqn dqn inverse-reinforcement-learning openai-gym policy-gradient ppo q-learning reinforcement-learning sac td3 trpo
Language:Jupyter Notebook 320
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 308
ikostrikov / pytorch-ddpg-naf
Implementation of algorithms for continuous control (DDPG and NAF).
pytorch reinforcement-learning deep-learning ddpg deep-deterministic-policy-gradient
Language:Python 306
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 297
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 295
RchalYang / torchrl
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
pytorch sac ddpg policy-agent algorithm reinforcement-learning dqn td3 ppo trpo rl-algorithms mujoco gym
Language:Python 208
m5823779 / motion-planner-reinforcement-learning
End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo
ros-kinetic turtlebot3 deep-reinforcement-learning neural-network deep-learning deep-deterministic-policy-gradient ddpg tensorflow continuous-control motion-planner navigation gazebo
Language:Python 199
shivaverma / OpenAIGym
Solving OpenAI Gym problems.
openai-gym cartpole-v0 pendulum-v0 mountaincar-v0 ddpg dqn openai-gym-environments machine-learning reinforcement-learning keras tensorflow deep-learning lunar-lander mountain-car bipedalwalker
Language:Python 180
jimkon / Deep-Reinforcement-Learning-in-Large-Discrete-Action-Spaces
Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym
ddpg wolpertinger deep-reinforcement-learning discrete-actions
Language:Python 170

ddpg

MorvanZhou / Reinforcement-learning-with-tensorflow

datawhalechina / easy-rl

thu-ml / tianshou

udacity / deep-reinforcement-learning

AI4Finance-Foundation / ElegantRL

ShangtongZhang / DeepRL

seungeunrho / minimalRL

AI4Finance-Foundation / FinRL-Trading

XinJingHao / DRL-Pytorch

MushroomRL / mushroom-rl

TianhongDai / reinforcement-learning-algorithms

cpnota / autonomous-learning-library

Rafael1s / Deep-Reinforcement-Learning-Algorithms

marload / DeepRL-TensorFlow2

ghliu / pytorch-ddpg

agi-brain / xuance

germain-hug / Deep-RL-Keras

ChenglongChen / pytorch-DRL

dongminlee94 / deep_rl

navneet-nmk / pytorch-rl

fangvv / UAV-DDPG

iffiX / machin

TianhongDai / hindsight-experience-replay

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

zuoxingdong / lagom

MorvanZhou / train-robot-arm-from-scratch

kengz / openai_lab

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

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

ikostrikov / pytorch-ddpg-naf

cyoon1729 / RLcycle

anita-hu / TF2-RL

RchalYang / torchrl

m5823779 / motion-planner-reinforcement-learning

shivaverma / OpenAIGym

jimkon / Deep-Reinforcement-Learning-in-Large-Discrete-Action-Spaces