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55 search results found
Tianshou
⭐
7,125
An elegant PyTorch deep reinforcement learning library.
Cleanrl
⭐
3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
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
⭐
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.
Autonomous Learning Library
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616
A PyTorch library for building deep reinforcement learning agents.
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)
Deep_rl
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372
PyTorch implementations of deep reinforcement learning algorithms
Xuance
⭐
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
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)
Sc2aibot
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84
Implementing reinforcement-learning algorithms for pysc2 -environment
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.
Rl Experiments
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47
High-quality implementations of deep reinforcement learning algorithms for experiments
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
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 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 ....
Mlagents
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13
This repository contains the implementation of deep reinforcement learning algorithms to solve various unity The Environments.
Xuance
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12
A clean framework and implementations for reinforcement learning algorithms.
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
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
Cat_mouse_continuous_rl
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10
Using DDPG and A2C reinforcement learning algorithms to solve a math puzzle
Rl_algorithms
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10
Take the code of the reinforcement learning algorithm here~
Pytorch A2c
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10
A well-documented A2C written in PyTorch
Policy_based_rl
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10
The implement of the policy gradient RL algorithm with pytorch
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!
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
Portfolio Management Actorcriticrl
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9
Portfolio management using Actor-Critic Deep Reinforcement Learning algorithms including A2C, DDPG, and PPO
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
⭐
8
Deep reinforcement learning framework for fast prototyping based on PyTorch
Rl Basics
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8
Simple single file implementation of Deep Reinforcement Learning algorithms
Eldenrl
⭐
7
Reinforcement Learning for Elden Ring on Windows11
Endorphin
⭐
6
Like dopamine, but for different algorithms
Mxnet.gluon
⭐
6
Some Python scripts to test out the Mxnet gluon package for deep learning with Doom
Pytorch A2clstm Drqn
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5
using recurrent networks(LSTM) to solve POMDPs
Pysc2 Rl Agents
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5
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
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.
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