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68 search results found
Tianshou
⭐
7,125
An elegant PyTorch deep reinforcement learning library.
Deep Reinforcement Learning With Pytorch
⭐
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".
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
Drq
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369
DrQ: Data regularized Q
Lagom
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365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Rls
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330
Reinforcement Learning Algorithms Based on PyTorch
Curl
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280
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
Rlcycle
⭐
242
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Pomdp Baselines
⭐
224
Simple (but often Strong) Baselines for POMDPs in PyTorch (ICML 2022)
Machin
⭐
206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Tf2 Rl
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178
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
Deeprl Tensorflow2
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139
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Torchrl
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127
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Paddle Rlbooks
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108
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
Soft Actor Critic And Extensions
⭐
87
PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.
Cql
⭐
72
PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and continuous action spaces.
Hinetpy
⭐
67
A Python package to request and process seismic waveform data from NIED Hi-net.
Jax Rl
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52
JAX implementations of core Deep RL algorithms
Model Free Algorithms
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52
TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x
Diayn Pytorch
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46
Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.
Advanced Soft Actor Critic
⭐
39
Soft Actor-Critic with advanced features
Deep_control
⭐
38
Deep Reinforcement Learning for Continuous Control in PyTorch
Drl For Path Planning
⭐
37
深度强化学习路径规划, SAC路径规划, Soft Actor-Critic算法, SAC-pytorch,激光雷达Lidar避障
Proto
⭐
34
Proto-RL: Reinforcement Learning with Prototypical Representations
Drl_algorithm_library
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33
This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.
Rainy
⭐
28
☔ Deep RL agents with PyTorch☔
Reinforcement_learning_with_pytorch
⭐
27
Implement some algorithms of RL
Rl Visual Continuous Control
⭐
21
RL Algorithms for Visual Continuous Control
Xpag
⭐
20
a modular reinforcement learning library with JAX agents
Rl Pytorch
⭐
20
A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.
Meta Sac
⭐
18
Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020
Super_sac
⭐
18
A general model-free off-policy actor-critic implementation. Continuous and Discrete Soft Actor-Critic with multimodal observations, data augmentation, offline learning and behavioral cloning.
Rl Toolkit
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17
RL-Toolkit: A Research Framework for Robotics
Ph5
⭐
15
Library of PH5 clients, apis, and utilities
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 ....
Dex
⭐
13
[ICRA'23] Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot
Lwdrlc
⭐
13
Lightweight deep RL Libraray for continuous control.
Mlagents
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13
This repository contains the implementation of deep reinforcement learning algorithms to solve various unity The Environments.
Rlcodebase
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12
RLCodebase: PyTorch Codebase For Deep Reinforcement Learning Algorithms
Mujoco Pytorch
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12
PPO, DDPG, SAC implementation on mujoco environment
Openai Gym Projects
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12
OpenAI Gym environment solutions using Deep Reinforcement Learning.
Reinforcement Learning
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11
Collection of reinforcement learning algorithms implementations with TensorFlow2
Modular_her
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11
Modular-HER is revised from OpenAI baselines and supports many improvements for Hindsight Experience Replay as modules.
Rl Lib
⭐
11
A simple and neat implementation of reinforcement learning algorithms.
Deeper_larger_actor Critic_rl
⭐
11
Pytorch implementation of large network design in continous control RL.
Relax
⭐
10
ReLAx - Reinforcement Learning Applications Library
Policy_based_rl
⭐
10
The implement of the policy gradient RL algorithm with 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
Protorl
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8
A Torch Based RL Framework for Rapid Prototyping of Research Papers
Digideep
⭐
8
A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.
Actorch
⭐
8
Deep reinforcement learning framework for fast prototyping based on PyTorch
Rl Basics
⭐
8
Simple single file implementation of Deep Reinforcement Learning algorithms
Rl V2
⭐
7
Version 3.0.0 Pytorch implementations of DQN, DDQN, DDPG, SAC, Discrete SAC. With more features :)
Grl
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7
General-Purpose Reinforcement Learning
Rl Edge Computing
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7
Reinforcement learning for load distribution in a decentralized Edge environment. This is the implementation of my Master's thesis project for the Data science course (October 2023).
Fault Tolerant Flight Control Drl
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6
Deep Reinforcement Learning for Flight Control
Discrete Sac Pytorch
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6
PyTorch implementation of discrete version of Soft Actor-Critic.
Self Driving Vehicle With Carla
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6
This repository contains implementation of reinforcement learning based driving agent in Carla aswell as Localization and Mapping in C++
Machinelearning
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6
Various machine learning implementations and tools
Spinning_up_kr
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6
Sac Td3 Td7
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5
pytorch implementation of SAC, TD3 and TD7 with Mujoco Benchmark results from 4 seeds.
Project Sandwich Man
⭐
5
A project for researching a complex and long-horizon manipulation task especially focused on hierarchically stacking blocks.
Smart Calibration
⭐
5
Deep reinforcement learning for smart calibration of radio telescopes. Automatic hyper-parameter tuning.
Basicrl
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5
BasicRL: easy and fundamental codes for deep reinforcement learning。It is an improvement on rainbow-is-all-you-need and OpenAI Spinning Up.
Reinforcement Learning Visualization
⭐
5
2D and 3D visualization tools for a RL model's learning space. Sorbonne University, Paris, MSc Computer Science, 1st year research project.
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