GitHub topics: pytorch-rl

Repositories

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

opendilab/DI-engine-docs

DI-engine docs (Chinese and English)

Language: Python - Size: 178 MB - Last synced at: 13 days ago - Pushed at: 3 months ago - Stars: 299 - Forks: 64

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: 19 days ago - Pushed at: over 3 years ago - Stars: 316 - Forks: 55

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

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

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

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

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

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

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

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

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/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

szemenyeim/DynEnv

Dynamic Simulation Environments for Reinforcement Learning

Language: Python - Size: 13.9 MB - Last synced at: 6 days ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 1

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

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

vigneshramk/A2C-Reinforce-Behavior-Cloning

Language: Python - Size: 61.5 KB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Related Keywords

pytorch-rl 54 reinforcement-learning 40 pytorch 27 deep-reinforcement-learning 16 reinforcement-learning-algorithms 14 dqn 12 a2c 10 ppo 8 deep-learning 7 policy-gradient 6 pytorch-implementation 6 ddpg 5 actor-critic 4 multiagent-reinforcement-learning 4 openai-gym 4 trpo 3 reinforcement-learning-environments 3 proximal-policy-optimization 3 ddqn 3 neural-networks 3 dynamic-programming 3 rl 3 dqn-pytorch 3 python 3 td3 3 double-dqn 3 a3c 3 imitation-learning 3 inverse-reinforcement-learning 3 advantage-actor-critic 3 hierarchical-reinforcement-learning 2 pytorch-tutorial 2 machine-learning 2 neural-network 2 deep-neural-networks 2 model-free-rl 2 goal-conditioned-rl 2 autonomous-vehicles 2 hindsight-experience-replay 2 autonomous-driving 2 ml-agents 2 openai-gym-solutions 2 rl-algorithms 2 reinforce 2 a3c-lstm 2 language-grounding 2 artificial-intelligence 2 python3 2 maddpg 2 soft-actor-critic 2 pytorch-a3c 2 rainbow 2 cs285 2 dueling-dqn 2 gym 2 pytorch-nlp 2 gym-environment 2 model-based-reinforcement-learning 2 mujoco 2 offline-rl 2 attention-mechanism 2 atari 2 curiosity-rl 2 pytorch-cpp-frontend 2 surgical-robots 1 multi-goal 1 order-connectors 1 a3c-gpu 1 sqil 1 sac 1 gail 1 pytorch-dqn 1 awac 1 automation-robotics 1 drl 1 exploration-exploitation 1 impala 1 minigrid 1 prioritized-experience-replay 1 dyna-q 1 tensorflow2 1 reinforcement 1 policygradient 1 marl 1 r2d2 1 localization 1 self-driving-car 1 intrinsic-curiosity-module 1 pytorch-ddpg 1 chess-ai 1 option-critic 1 natural-language-understanding 1 natural-language-processing 1 pytorch-gan 1 pytorch-cnn 1 noisynet-dqn 1 drlnd 1 openai-gym-agents 1 deep-qlearning-algorithm 1 ppo-agent 1