GitHub topics: a2c

Repositories

kengz/SLM-Lab

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

Language: Python - Size: 4.48 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1,299 - Forks: 277

ai-glimpse/toyrl

Reinforce learning is awesome!

Language: Python - Size: 3.36 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 23 - Forks: 1

cpnota/autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

Language: Python - Size: 6.24 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 650 - Forks: 72

vwxyzjn/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Language: Python - Size: 135 MB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 7,766 - Forks: 834

Nd-lunendiaye/contrastive-rl

🧠 Explore goal-conditioned reinforcement learning through contrastive learning techniques to enhance temporal reasoning and decision-making capabilities.

Language: Python - Size: 361 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

agi-brain/xuance

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

Language: Python - Size: 125 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 939 - Forks: 133

mohd-faizy/all-rl-algorithms Fork of FareedKhan-dev/all-rl-algorithms

Implementation of all RL algorithms in a simpler way

Language: Jupyter Notebook - Size: 4.28 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

thu-ml/tianshou

An elegant PyTorch deep reinforcement learning library.

Language: Python - Size: 47.3 MB - Last synced at: 11 days ago - Pushed at: 14 days ago - Stars: 8,733 - Forks: 1,171

Dhyanesh18/flappbird-rl

PPO agent and A2C agents for Flappybird. Includes scripts, training code, and evaluation tools.

Language: Python - Size: 19.5 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 1 - Forks: 0

Jitu0110/RLMujoco

SAC, PPO, A2C implementation on Mujoco environments : Humanoid-v4, Ant-v4, Cheetah-v4 . Includes reward manipulation.

Language: Python - Size: 23.3 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 24 - Forks: 3

AI4Finance-Foundation/ElegantRL

Massively Parallel Deep Reinforcement Learning. 🔥

Language: Python - Size: 113 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 4,130 - Forks: 939

psdecabooter/DeepRL-from-almost-scratch

Implementation of DeepRL methods using PyTorch

Language: Python - Size: 215 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

Treehuggger1697/Deepr

Streamline deeplink management with Deepr, the Android app for storing, launching, and organizing your deeplinks efficiently. Perfect for developers and testers! 🐙✨

Language: Kotlin - Size: 1010 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Omegastick/pytorch-cpp-rl 📦

PyTorch C++ Reinforcement Learning

Language: C++ - Size: 540 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 524 - Forks: 89

Kung Fu Master A2C Agent is a PyTorch implementation of the Advantage Actor–Critic (A2C) algorithm, engineered to learn and play the Atari classic Kung Fu Master. It uses Gymnasium (with ALE ROMs) to manage multiple parallel environments and a custom preprocessing wrapper.

Language: Python - Size: 774 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

simoninithomas/Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

Language: Jupyter Notebook - Size: 225 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 3,870 - Forks: 1,222

lcswillems/rl-starter-files

RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code

Language: Python - Size: 27.4 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 693 - Forks: 188

Orange-OpenSource/microtune

RL-based DBMS Buffer Pool Auto-Tuning for Optimal and Economical Memory Utilization. Thus, controls memory footprint of a relational database

Language: Jupyter Notebook - Size: 12.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 1

tobiasfshr/deep-reinforcement-learning-drone-control

A drone control system based on deep reinforcement learning with Tensorflow and ROS

Language: Python - Size: 16.6 KB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 123 - Forks: 28

TianhongDai/reinforcement-learning-algorithms

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)

Language: Python - Size: 3.94 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 681 - Forks: 111

ikostrikov/pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Language: Python - Size: 5.91 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 3,784 - Forks: 836

RainLumosTaipei/cuda-Qnet-A2C

Qnet and A2C impl in cuda

Language: Python - Size: 30.3 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

simonmeister/pysc2-rl-agents

StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)

Language: Python - Size: 123 KB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 137 - Forks: 38

rutubhanderi/Dynamic_Pricing_Strategy Fork of AtharvRaje33/Dynamic_Pricing_Strategy

Reinforcement Learning Project

Language: Jupyter Notebook - Size: 24.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

andri27-ts/Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Language: Jupyter Notebook - Size: 10 MB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 4,329 - Forks: 630

sweetice/Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Language: Python - Size: 42.1 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 4,320 - Forks: 874

sudharsan13296/Deep-Reinforcement-Learning-With-Python

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Language: Jupyter Notebook - Size: 23.9 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 419 - Forks: 139

dongminlee94/deep_rl

PyTorch implementation of deep reinforcement learning algorithms

Language: Python - Size: 30.2 MB - Last synced at: 4 months ago - Pushed at: almost 4 years ago - Stars: 494 - Forks: 59

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: 4 months ago - Pushed at: over 4 years ago - Stars: 1,211 - Forks: 190

ChenglongChen/pytorch-DRL

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

Language: Python - Size: 254 KB - Last synced at: 3 months ago - Pushed at: almost 8 years ago - Stars: 577 - Forks: 106

qfettes/DeepRL-Tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

Language: Jupyter Notebook - Size: 152 MB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 1,073 - Forks: 329

pythonlessons/Reinforcement_Learning

Reinforcement learning tutorials

Language: Python - Size: 87 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 384 - Forks: 155

seungeunrho/minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Language: Python - Size: 60.5 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 3,021 - Forks: 465

ShangtongZhang/DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

Language: Python - Size: 10.4 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 3,305 - Forks: 692

JuliaReinforcementLearning/ReinforcementLearningZoo.jl 📦

Language: Julia - Size: 576 KB - Last synced at: about 20 hours ago - Pushed at: over 4 years ago - Stars: 53 - Forks: 18

archsyscall/DeepRL-TensorFlow2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Language: Python - Size: 600 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 607 - Forks: 141

pekaalto/sc2atari

Convert sc2 environment to gym-atari and play some mini-games

Language: Python - Size: 10.7 KB - Last synced at: 4 months ago - Pushed at: almost 8 years ago - Stars: 22 - Forks: 1

godka/Pensieve-PPO

The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, SAC, and support for both TensorFlow and PyTorch.

Language: DIGITAL Command Language - Size: 15.8 MB - Last synced at: 4 months ago - Pushed at: 8 months ago - Stars: 76 - Forks: 34

pavlosdais/MountainCar-v0

Mastering MountainCar-v0: A Comprehensive Exploration of Reinforcement Learning Algorithms

Language: Jupyter Notebook - Size: 6.06 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

rpatrik96/AttA2C

Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning

Language: Jupyter Notebook - Size: 9.37 MB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 27 - Forks: 7

nikhilbarhate99/Actor-Critic-PyTorch

Policy Gradient Actor-Critic PyTorch | Lunar Lander v2

Language: Python - Size: 2.1 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 73 - Forks: 26

zw007981/BasicRLAlgo

a Python library that implements various reinforcement learning algorithms using PyTorch and Gymnasium

Language: Python - Size: 32.7 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

pawel-kieliszczyk/snake-reinforcement-learning

AI (A2C agent) mastering the game of Snake with TensorFlow 2.0

Language: Python - Size: 48.1 MB - Last synced at: 5 months ago - Pushed at: about 6 years ago - Stars: 41 - Forks: 4

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: 5 months ago - Pushed at: almost 5 years ago - Stars: 277 - Forks: 78

abhilash1910/Deep_Reinforcement_Learning_Trading

Deep Reinforcement Learning for Trading

Language: Jupyter Notebook - Size: 2.92 MB - Last synced at: 10 days ago - Pushed at: almost 3 years ago - Stars: 27 - Forks: 6

inoryy/tensorflow2-deep-reinforcement-learning

Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"

Language: Jupyter Notebook - Size: 94.7 KB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 207 - Forks: 50

Officium/RL-Experiments

High-quality implementations of deep reinforcement learning algorithms for experiments

Language: Python - Size: 1000 KB - Last synced at: about 3 hours ago - Pushed at: about 1 year ago - Stars: 51 - Forks: 8

cubrink/mujoco-2.1-rl-project

Implementing Deep Reinforcement Learning Algorithms in Python for use in the MuJoCo Physics Simulator

Language: TeX - Size: 368 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 3

danielpalenicek/pysc2-rl-agents

Language: Python - Size: 6.75 MB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 9 - Forks: 1

alok/rl_implementations

Language: Jupyter Notebook - Size: 792 KB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 43 - Forks: 5

deepanshut041/Reinforcement-Learning

Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch

Language: Jupyter Notebook - Size: 49.5 MB - Last synced at: 8 months ago - Pushed at: over 5 years ago - Stars: 117 - Forks: 37

rpatrik96/pytorch-a2c

A well-documented A2C written in PyTorch

Language: Python - Size: 8.79 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 50 - Forks: 10

MdRaihanSobhan/Strategic-Stock-Trading-with-Deep-Reinforcement-Learning-Models

Language: Jupyter Notebook - Size: 136 MB - Last synced at: 6 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Zhiyu014/MARL-UDS

Source code for the MARL-enabled real-time control of urban drainage system

Language: Python - Size: 677 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 9 - Forks: 1

RsGoksel/Mechopter

PyGame-based quadcopter simulator & Reinforcement Learning Project

Language: Python - Size: 481 KB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 0

lucadellalib/actorch

Deep reinforcement learning framework for fast prototyping based on PyTorch

Language: Python - Size: 636 KB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 0

jianzhnie/RLToolkit 📦

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 ....

Language: Python - Size: 14.8 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 2

shawn243498/Reinforcement-Learning-in-Controlling-Quadrotor-UAV-Flight-Actions

Using deep reinforcement learning to train drones to fly autonomously.

Language: Python - Size: 22.1 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

lcswillems/torch-ac

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

Language: Python - Size: 23.4 KB - Last synced at: 9 months ago - Pushed at: almost 3 years ago - Stars: 192 - Forks: 66

ethanmclark1/rl_toolkit

Implementation of core reinforcement learning algorithms with PyTorch

Language: Python - Size: 233 KB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

ChristianOrr/reinforcement-learning-algorithms

Reinforcement learning algorithms

Language: Jupyter Notebook - Size: 63.4 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

kngwyu/Rainy 📦

:umbrella: Deep RL agents with PyTorch:umbrella:

Language: Python - Size: 1.16 MB - Last synced at: 10 days ago - Pushed at: almost 4 years ago - Stars: 35 - Forks: 5

vformanyuk/reinforcement-learning

Collection of reinforcement learning algorithms implementations with TensorFlow2

Language: Python - Size: 257 KB - Last synced at: 9 months ago - Pushed at: 11 months ago - Stars: 12 - Forks: 2

timothewt/DeepRL

Implementation of some Deep Reinforcement Learning algorithms and environments.

Language: Python - Size: 112 KB - Last synced at: 6 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

jk96491/RL_Algorithms

Take the code of the reinforcement learning algorithm here~

Language: Python - Size: 649 KB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 0

hishamcse/DRL-Renegades-Game-Bots

A collection of my implemented RL agents for games like Pacman, Pong, SpaceInvaders, Frozenlake, Taxi, Pixelcopter, Pyramids and a lot more by implementing various DRL algorithms using gym, unity-ml, pygame, sb3, rl-zoo and pandagym libraries. To see more advanced & interesting agents, please visit below link:

Language: Jupyter Notebook - Size: 120 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0