pytorch-rl | Topic | Ecosyste.ms: Repos

Topic: "pytorch-rl"

udacity/deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

Language: Jupyter Notebook - Size: 3.37 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 4,896 - Forks: 2,344

opendilab/DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

Language: Python - Size: 292 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 3,435 - Forks: 400

Khrylx/PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

Language: Python - Size: 30.5 MB - Last synced at: 15 days ago - Pushed at: over 4 years ago - Stars: 1,211 - Forks: 190

awarebayes/RecNN

Reinforced Recommendation toolkit built around pytorch 1.7

Language: Python - Size: 139 MB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 577 - Forks: 114

Omegastick/pytorch-cpp-rl 📦

PyTorch C++ Reinforcement Learning

Language: C++ - Size: 540 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 523 - Forks: 88

xuehy/pytorch-maddpg

A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

Language: Python - Size: 722 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 517 - Forks: 110

nikhilbarhate99/Hierarchical-Actor-Critic-HAC-PyTorch

PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

Language: Python - Size: 1010 KB - Last synced at: 18 days ago - Pushed at: over 3 years ago - Stars: 316 - Forks: 55

opendilab/DI-engine-docs

DI-engine docs (Chinese and English)

Language: Python - Size: 178 MB - Last synced at: 12 days ago - Pushed at: 3 months ago - Stars: 299 - Forks: 64

bentrevett/pytorch-rl 📦

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

Language: Jupyter Notebook - Size: 55.7 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 277 - Forks: 78

RITCHIEHuang/DeepRL_Algorithms

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

Language: Python - Size: 8.22 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 276 - Forks: 71

devendrachaplot/DeepRL-Grounding

Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

Language: Python - Size: 18 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 236 - Forks: 37

devendrachaplot/Neural-Localization

Train an RL agent to localize actively (PyTorch)

Language: Python - Size: 12.1 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 207 - Forks: 38

greydanus/baby-a3c

A high-performance Atari A3C agent in 180 lines of PyTorch

Language: Python - Size: 81.7 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 167 - Forks: 43

dongminlee94/Samsung-DRL-Code

A repository for implementation of deep reinforcement learning lectured at Samsung

Language: Python - Size: 92.2 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 108 - Forks: 25

mdeib/berkeley-deep-RL-pytorch-solutions

Pytorch solutions for UC Berkeley's cs285 assignments

Language: Python - Size: 22 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 96 - Forks: 25

aksub99/MolDQN-pytorch

A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".

Language: Python - Size: 3.05 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 78 - Forks: 26

cyoon1729/Policy-Gradient-Methods 📦

Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC

Language: Jupyter Notebook - Size: 93.8 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 75 - Forks: 29

mdeib/berkeley-deep-RL-pytorch-starter

Pytorch starter code for UC Berkeley's cs285 assignments

Language: Python - Size: 7.86 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 64 - Forks: 12

cyoon1729/Multi-agent-reinforcement-learning 📦

Implementation of Multi-Agent Reinforcement Learning algorithm(s). Currently includes: MADDPG

Language: Python - Size: 41 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 59 - Forks: 21

SapanaChaudhary/PyTorch-CPO

PyTorch implementation of Constrained Policy Optimization

Language: Python - Size: 8.91 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 49 - Forks: 10

dongminlee94/Reinforcement-Learning-Code

A repository for code of reinforcement learning algorithms with PyTorch

Language: Python - Size: 12.1 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 30 - Forks: 7

rpatrik96/AttA2C

Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning

Language: Jupyter Notebook - Size: 9.37 MB - Last synced at: 5 days ago - Pushed at: over 5 years ago - Stars: 27 - Forks: 7

DarylRodrigo/rl_lib

Series of deep reinforcement learning algorithms 🤖

Language: Jupyter Notebook - Size: 70.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 26 - Forks: 11

batuhan3526/AirSim-PyTorch-Drone-DDQN-Agent

This code is the result of the collaboration of RL Turkey team.

Language: Python - Size: 27.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 5

voiler/unreal

Reinforcement learning with unsupervised auxiliary tasks

Language: Python - Size: 21.5 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 20 - Forks: 4

txzhao/rl-zoo

PyTorch implementation of various reinforcement learning algorithms

Language: Python - Size: 396 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 18 - Forks: 10

med-air/DEX

[ICRA'23] Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot

Language: Python - Size: 805 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 13 - Forks: 2

szemenyeim/DynEnv

Dynamic Simulation Environments for Reinforcement Learning

Language: Python - Size: 13.9 MB - Last synced at: 5 days ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 1

med-air/ViSkill

[IROS 2023] Value-Informed Skill Chaining for Policy Learning of Long-Horizon Tasks with Surgical Robot

Language: Python - Size: 333 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 11 - Forks: 0

sourcecode369/deep-reinforcement-learning

Implementation notebooks and scripts of Deep Reinforcement learning Algorithms in PyTorch and TensorFlow.

Language: Jupyter Notebook - Size: 17.4 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 3

vkurenkov/language-grounding-multigoal

An accompanying code and experiments' results for Task-Oriented Language Grounding for Language Input with Multiple Sub-Goals of Non-Linear Order

Language: Jupyter Notebook - Size: 922 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 8 - Forks: 1

xuehy/pytorch-mace

A pytorch implementation of Structured Exploration via Deep Hierarchical Coordination

Language: Python - Size: 124 KB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 8 - Forks: 5

mabirck/AttentionTRL

Attentional Mechanism incorporated in Asynchronous Advantage Actor Critic a3c/a2c deep mind

Language: Python - Size: 3.04 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 1

apchavan/virtual-self-driving-car

Virtual self driving car with reinforcement learning using Kivy & PyTorch framework.

Language: Python - Size: 9.65 MB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

pranshurastogi29/BTC_mining_fees_optimization_RL

In this project, I have tried to use DeepRL for optimizing the selection of transactions done by the miner to increase the fee when they execute a block on the chain

Language: Jupyter Notebook - Size: 471 KB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1

zigui-ps/PPO-PyTorchCpp-API

PPO implementation by using Pytorch C++ API

Language: C++ - Size: 367 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 1

kage08/UDRL

Implementation of upside down Reinforcement Learning

Language: Python - Size: 15.6 KB - Last synced at: 7 days ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 1

omrijsharon/RL_modules

Reinforcement Learning modules for pytorch.

Language: Python - Size: 202 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 1

ramakumar1729/Q-Learning-pytorch

Atari Game playing agents which use Q-Learning Algorithms

Language: Python - Size: 46.9 KB - Last synced at: 2 months ago - Pushed at: almost 8 years ago - Stars: 3 - Forks: 3

sophiaas/rlbase

Modular Deep RL infrastructure in PyTorch

Language: Python - Size: 2.3 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

gbartyzel/drlnd

Deep Reinforcement Learning Nanodegree projects

Language: Python - Size: 63.8 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

mrdvince/collaboration_competition 📦

Collaboration and Competition (using multi agent reinforcement learning). Train a pair of agents to play tennis.

Language: Jupyter Notebook - Size: 621 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

alirezakazemipour/Rainbow

Combining Improvements in Deep Reinforcement Learning

Language: Python - Size: 268 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

poteminr/LunarLander-v2.0_solution

Best solution on OpenAI Leaderboard(for Nov 2019)

Language: Python - Size: 17.2 MB - Last synced at: 18 days ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

8Gitbrix/DQN

Implementation of Deep Q Learning algorithms in pytorch

Language: Python - Size: 1.5 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

freddycct/pytorch-deep-rl

deep reinforcement learning in pytorch

Language: Jupyter Notebook - Size: 128 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

dnwjddl/pytorch-in-DeepLearning

🌱CNN, GAN, RNN, DQN, Autoencoder, ResNet, Seq2Seq, Adversarial Attack IN PYTORCH

Language: Jupyter Notebook - Size: 2.23 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

swastishreya/FirstTextWorldProblems Fork of leox1v/FirstTextWorldProblems

This work brings together the efforts of Narasimhan et al. and Adolphs et al. to tackle the task of building an AI agent that can play efficiently and win simplified text-based games.

Language: Python - Size: 11.8 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

YigitDemirag/NN-warmup 📦

Language: Python - Size: 22.3 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0