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Search results for pytorch ddpg
ddpg
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pytorch
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77 search results found
Tianshou
⭐
7,125
An elegant PyTorch deep reinforcement learning library.
Deep Reinforcement Learning
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4,635
Repo for the Deep Reinforcement Learning Nanodegree program
Elegantrl
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3,489
Massively Parallel Deep Reinforcement Learning. 🔥
Deeprl
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2,834
Modularized Implementation of Deep RL Algorithms in PyTorch
Minimalrl
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2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Rl Baselines3 Zoo
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1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Td3
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1,383
Author's PyTorch implementation of TD3 for OpenAI gym tasks
Mushroom Rl
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765
Python library for Reinforcement Learning.
Autonomous Learning Library
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616
A PyTorch library for building deep reinforcement learning agents.
Rl_algorithms
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470
Structural implementation of RL key algorithms
Reinforcement Learning Algorithms
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407
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)
Pytorch Drl
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387
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Deep_rl
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372
PyTorch implementations of deep reinforcement learning algorithms
Lagom
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365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Pytorch Rl
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356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Xuance
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339
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
Machine Learning Is All You Need
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337
🔥🌟《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!
Rls
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330
Reinforcement Learning Algorithms Based on PyTorch
Recnn
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313
Reinforced Recommendation toolkit build around pytorch 1.7
Pytorch Ddpg Naf
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306
Implementation of algorithms for continuous control (DDPG and NAF).
Rlcycle
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242
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Pytorch Actorcriticrl
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221
PyTorch implementation of DDPG algorithm for continuous action reinforcement learning problem.
Pytorch Ddpg
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207
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
Machin
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206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Hindsight Experience Replay
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201
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
Torchrl
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127
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Run Skeleton Run
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81
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
Mujoco Benchmark
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78
Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library
Benchmark
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74
Pytorch Distributed
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74
Ape-X DQN & DDPG with pytorch & tensorboard
Force
⭐
47
A library for reinforcement learning research
Td3 Pytorch Bipedalwalker V2
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47
Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment
Rl_bootcamp
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41
Repository for slides & codes of RL Korea Bootcamp
Pytorch Gym
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35
Implementation of the Deep Deterministic Policy Gradient(DDPG) in bullet Gym using pytorch
Policy Gradient Methods
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35
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
Wolpertinger_ddpg
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34
Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. Multi-GPU/Singer-GPU/CPU compatible.
Pyrl
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29
PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)
Drlkit
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29
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
Ddpg Pytorch
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28
PyTorch implementation of DDPG for continuous control tasks.
Rainy
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28
☔ Deep RL agents with PyTorch☔
Reinforcement_learning_with_pytorch
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27
Implement some algorithms of RL
Fast Reinforcement Learning
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26
Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme
General
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25
国内第一个基于TensorFlow2.0、支持非gym环境训练、支持可视化配置的强化学习应用编程框架
Ddpg Pytorch
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21
Deep Deterministic Policy Gradient implemented in PyTorch for DeepMind Control Suite
Ai Traineree
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21
PyTorch agents and tools for (Deep) Reinforcement Learning
Ddpg_torcs_pytorch
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20
Using PyTorch and DDPG to play Torcs
Rl Pytorch
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20
A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.
R2l
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18
Recurrent continuous reinforcement learning algorithms implemented in Pytorch.
Spiking Ddpg Mapless Navigation
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17
Spiking-DDPG trains an SNN for energy-efficient mapless navigation on Intel's Loihi neuromorphic processor.
Vrep_yolov3_ddpg_pytorch
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16
V-rep simulation experiment using yolov3 pytorch and DDPG
Fastrl
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15
fastrl is a reinforcement learning library that extends Fastai. This project is not affiliated with fastai or Jeremy Howard.
Deeprl Continuous Control
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14
Learning Continuous Control in Deep Reinforcement Learning
Pytorch Rl
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14
Pytorch Implementation of RL algorithms
Mlagents
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13
This repository contains the implementation of deep reinforcement learning algorithms to solve various unity The Environments.
Lwdrlc
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13
Lightweight deep RL Libraray for continuous control.
Xuance
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12
A clean framework and implementations for reinforcement learning algorithms.
Mujoco Pytorch
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12
PPO, DDPG, SAC implementation on mujoco environment
Rlcodebase
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12
RLCodebase: PyTorch Codebase For Deep Reinforcement Learning Algorithms
Multi Agent Ddpg Using Pttorch And Ml Agents
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11
A simple example of how to implement vector based DDPG for MARL tasks using PyTorch and a ML-Agents environment.
Policy_based_rl
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10
The implement of the policy gradient RL algorithm with pytorch
Rl_algorithms
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10
Take the code of the reinforcement learning algorithm here~
Rl Based Control Of A Soft Continuum Robot
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10
Simulation based Soft Continuum Robot Control via Reinforcement Learning
Banrinochoujou
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9
これは 万里の長城 です〜
Deep Reinforcement Learning With Pytorch
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8
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
Pygent
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8
Thesis: Application of Reinforcement Learning for the Control of Nonlinear Dynamical Systems
Tbase
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8
This repo was moved to: https://github.com/tradingAI/tbase
Deepreinforcementlearningnanodegree
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8
Exercices and assignments from the Udacity deep reinforcement learning nanodegree
Agent
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8
Example of an agents for neodroid environments 💡
Actorch
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8
Deep reinforcement learning framework for fast prototyping based on PyTorch
Ddpg Using Pytorch And Ml Agents
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8
A simple example of how to implement vector based DDPG using PyTorch and a ML-Agents environment.
Rl Basics
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8
Simple single file implementation of Deep Reinforcement Learning algorithms
Digideep
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8
A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.
Rl Unity
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6
Implementation of Deep Reinforcement Learning algorithms in the Unity game engine.
Synapse Rl
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6
PyTorch framework for reinforcement learning
Deep_reinforcement_learning
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5
Deep Reinforcement Learning Algorithms in PyTorch
Sgm Sorb
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5
Implementation of Sparse Graphical Memory (SGM) and Search on the Replay Buffer (SoRB) in PyTorch
Smart Calibration
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5
Deep reinforcement learning for smart calibration of radio telescopes. Automatic hyper-parameter tuning.
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