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83 search results found
Tianshou
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7,125
An elegant PyTorch deep reinforcement learning library.
Reinforcement Learning
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4,115
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Cleanrl
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3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Deep_reinforcement_learning_course
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3,581
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Elegantrl
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3,489
Massively Parallel Deep Reinforcement Learning. 🔥
Pytorch A2c Ppo Acktr Gail
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3,484
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
Deeprl
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2,834
Modularized Implementation of Deep RL Algorithms in PyTorch
Deep Reinforcement Learning With Pytorch
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2,741
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Minimalrl
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2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Slm Lab
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1,052
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Deeprl Tutorials
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726
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
Pytorch Rl
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638
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
Rl Starter Files
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619
RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code
Autonomous Learning Library
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616
A PyTorch library for building deep reinforcement learning agents.
Deep Rl Keras
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521
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
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
Xuance
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339
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
Pytorch Cpp Rl
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308
PyTorch C++ Reinforcement Learning
Reinforcement_learning
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250
Reinforcement learning tutorials
Rlcycle
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242
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Deep Reinforcement Learning Algorithms
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235
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.
Tensorflow2 Deep Reinforcement Learning
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203
Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"
Deep_rl_with_pytorch
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174
A pytorch tutorial for DRL(Deep Reinforcement Learning)
A2c
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159
A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow
Deeprl Tensorflow2
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139
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Torch Ac
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134
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
Pysc2 Rl Agents
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99
StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)
Deep Reinforcement Learning With Python
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94
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Sc2aibot
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84
Implementing reinforcement-learning algorithms for pysc2 -environment
Pytorch Rl
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64
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Mario_rl
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57
Imitation_learning
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56
PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
Self Imitation Learning Pytorch
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52
This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.
Pensieve Ppo
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51
The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, and SAC
Rl Experiments
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47
High-quality implementations of deep reinforcement learning algorithms for experiments
Reinforcementlearningzoo.jl
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45
Rl_bootcamp
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41
Repository for slides & codes of RL Korea Bootcamp
Policy Gradient Methods
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35
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
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
Snake Reinforcement Learning
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27
AI (A2C agent) mastering the game of Snake with TensorFlow 2.0
Rl Policies Attacks Defenses
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26
Adversarial attacks on Deep Reinforcement Learning (RL)
Deep Reinforcement Learning Drone Control
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23
A drone control system based on deep reinforcement learning with Tensorflow and ROS
Sc2atari
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18
Convert sc2 environment to gym-atari and play some mini-games
Deep Reinforcement Learning Algorithm Collection
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17
Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.
Deep Rl Mxnet
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16
Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO
Deep Rl Toolkit
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15
RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Deep Reinforcement Learning
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14
To keep track and showcase
Rl_lib
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13
Series of deep reinforcement learning algorithms 🤖
Deep Reinforcement Learning Notebooks
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13
This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.
Mlagents
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13
This repository contains the implementation of deep reinforcement learning algorithms to solve various unity The Environments.
Actor Critic Pytorch
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12
Policy Gradient Actor-Critic PyTorch | Lunar Lander v2
Rlcodebase
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12
RLCodebase: PyTorch Codebase For Deep Reinforcement Learning Algorithms
Deep_reinforcement_learning_trading
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12
Deep Reinforcement Learning for Trading
Xuance
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12
A clean framework and implementations for reinforcement learning algorithms.
Reinforcement Learning
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11
Collection of reinforcement learning algorithms implementations with TensorFlow2
Tbase
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11
Baselines of reinforcement learning trading agents for China stock market
Meta Rl Twostep Task
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10
PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three papers. Check the ReadMe for more details!
Pytorch A2c
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10
A well-documented A2C written in PyTorch
Rl_algorithms
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10
Take the code of the reinforcement learning algorithm here~
Cat_mouse_continuous_rl
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10
Using DDPG and A2C reinforcement learning algorithms to solve a math puzzle
Policy_based_rl
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10
The implement of the policy gradient RL algorithm with pytorch
Pommerman
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9
💣 Bomberman deep reinforcement learning challenge in PyTorch
Portfolio Management Actorcriticrl
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9
Portfolio management using Actor-Critic Deep Reinforcement Learning algorithms including A2C, DDPG, and PPO
Spacefortress
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9
OpenAI Gym compatible reinforcement learning environment for Space Fortress https://arxiv.org/abs/1809.02206
Pysc2_rl
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9
Rl Basics
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8
Simple single file implementation of Deep Reinforcement Learning algorithms
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
Actorch
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8
Deep reinforcement learning framework for fast prototyping based on PyTorch
Eldenrl
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7
Reinforcement Learning for Elden Ring on Windows11
Mxnet.gluon
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6
Some Python scripts to test out the Mxnet gluon package for deep learning with Doom
Endorphin
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6
Like dopamine, but for different algorithms
Car_racer_gym
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6
Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.
Atta2c
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6
Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning
Marl Uds
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5
Source code for the MARL-enabled real-time control of urban drainage system
Pysc2 Rl Agents
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5
Reinforcement Learning
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5
Reinforcement learning algorithm implementation
Paac Pytorch
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5
PyTorch implementation of PAAC from "Efficient Parallel Methods for Deep Reinforcement Learning"
Attentiontrl
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5
Attentional Mechanism incorporated in Asynchronous Advantage Actor Critic a3c/a2c deep mind
Actor Critic
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5
Implementation of A2C and ACKTR in TensorFlow.
Pytorch A2clstm Drqn
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5
using recurrent networks(LSTM) to solve POMDPs
1-83 of 83 search results
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