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45 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)
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
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".
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
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.
Deep_rl_with_pytorch
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174
A pytorch tutorial for DRL(Deep Reinforcement Learning)
Deeprl Tensorflow2
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139
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
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
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
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
Rl Policies Attacks Defenses
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26
Adversarial attacks on Deep Reinforcement Learning (RL)
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
Mlagents
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13
This repository contains the implementation of deep reinforcement learning algorithms to solve various unity The Environments.
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.
Rl_lib
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13
Series of deep reinforcement learning algorithms 🤖
Rlcodebase
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12
RLCodebase: PyTorch Codebase For Deep Reinforcement Learning Algorithms
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
Rl_algorithms
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10
Take the code of the reinforcement learning algorithm here~
Spacefortress
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9
OpenAI Gym compatible reinforcement learning environment for Space Fortress https://arxiv.org/abs/1809.02206
Pommerman
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9
💣 Bomberman deep reinforcement learning challenge in PyTorch
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
Rl Basics
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8
Simple single file implementation of Deep Reinforcement Learning algorithms
Car_racer_gym
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6
Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.
Reinforcement Learning
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5
Reinforcement learning algorithm implementation
Marl Uds
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5
Source code for the MARL-enabled real-time control of urban drainage system
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