XinJingHao/DRL-Pytorch

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

Language: Python - Size: 56.9 MB - Last synced at: about 19 hours ago - Pushed at: about 20 hours ago - Stars: 2,368 - Forks: 302

Simon-ux/free-algorithm-learning

算法导航，免费的可视化算法学习神器！通过交互式动画带你掌握常见数据结构（二叉树、链表、栈、队列、图）和算法（排序、搜索、动态规划、贪心）。提供保姆级算法学习路线图和详细教程，支持Java、Python、JavaScript、Go、C++等多语言实现。可自定义输入数据，实时观察算法执行过程，配套LeetCode练习题。告别抽象难懂的传统学习方式，完美应对算法面试。从入门到高阶，让算法学习变得简单、直观、有趣！

Size: 4.88 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

datawhalechina/easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

Language: Jupyter Notebook - Size: 516 MB - Last synced at: about 23 hours ago - Pushed at: 10 days ago - Stars: 11,214 - Forks: 2,025

AI4Finance-Foundation/ElegantRL

Massively Parallel Deep Reinforcement Learning. 🔥

Language: Python - Size: 110 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 4,016 - Forks: 902

NegarMov/DRL_Algorithms

A collection of DRL algorithms on Gymnasium environments for hands-on learning and experimentation.

Language: Python - Size: 34.3 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

thu-ml/tianshou

An elegant PyTorch deep reinforcement learning library.

Language: Python - Size: 46.6 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 8,449 - Forks: 1,150

AI4Finance-Foundation/FinRL-Trading

For trading. Please star.

Language: Jupyter Notebook - Size: 139 MB - Last synced at: 6 days ago - Pushed at: 10 months ago - Stars: 2,334 - Forks: 788

agi-brain/xuance

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

Language: Python - Size: 124 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 836 - Forks: 124

anii76/DDPG-PER-RIS

Code source for my master thesis. A novel reinforcement learning algorithm to secure RIS assisted wireless communications based on DDPG and Experience Prioritized Replay buffer.

Language: Python - Size: 46.9 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

philtabor/ProtoRL

A Torch Based RL Framework for Rapid Prototyping of Research Papers

Language: Python - Size: 200 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 67 - Forks: 5

reiniscimurs/DRL-robot-navigation-IR-SIM

Deep Reinforcement Learning for mobile robot navigation in IR-SIM simulation. Using DRL (SAC, TD3, PPO, DDPG) neural networks, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

Language: Python - Size: 12.7 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 154 - Forks: 16

arbit3rr/Synapse-RL

PyTorch framework for reinforcement learning

Language: Jupyter Notebook - Size: 20.9 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 9 - Forks: 1

MorvanZhou/Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Language: Python - Size: 428 KB - Last synced at: 11 days ago - Pushed at: about 1 year ago - Stars: 9,166 - Forks: 5,024

SarodYatawatta/smart-calibration

Deep reinforcement learning for smart calibration of radio telescopes. Automatic hyper-parameter tuning.

Language: Python - Size: 5.29 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 6 - Forks: 0

iffiX/machin

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

Language: Python - Size: 6.66 MB - Last synced at: 3 days ago - Pushed at: almost 4 years ago - Stars: 408 - Forks: 51

FhG-IISB-MKI/cleanqrl

Clean and easy to understand implementations of many Quantum Reinforcement Learning agents as well as their classical analouges. Greately inspired by the orgininal CleanRL

Language: Python - Size: 375 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 5 - Forks: 0

cpnota/autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

Language: Python - Size: 6.24 MB - Last synced at: 21 days ago - Pushed at: about 1 year ago - Stars: 652 - Forks: 72

rystrauss/dopamax

Reinforcement learning in pure JAX.

Language: Python - Size: 262 KB - Last synced at: 17 days ago - Pushed at: 3 months ago - Stars: 12 - Forks: 1

camigord/Distributed_DDPG

Parallel implementation of DDPG

Language: Python - Size: 6.39 MB - Last synced at: 13 days ago - Pushed at: over 7 years ago - Stars: 13 - Forks: 3

navneet-nmk/pytorch-rl

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Language: Python - Size: 97.1 MB - Last synced at: 8 days ago - Pushed at: almost 6 years ago - Stars: 444 - Forks: 55

ShangtongZhang/DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

Language: Python - Size: 10.4 MB - Last synced at: 27 days ago - Pushed at: about 1 year ago - Stars: 3,287 - Forks: 692

seungeunrho/minimalRL

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

Language: Python - Size: 60.5 KB - Last synced at: 27 days ago - Pushed at: about 2 years ago - Stars: 3,003 - Forks: 463

MushroomRL/mushroom-rl

Python library for Reinforcement Learning.

Language: Python - Size: 75.6 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 864 - Forks: 151

Jason-CKY/DeepRL-pytorch

Pytorch implementations of various Deep Reinforcement Learning algorithms on pybullet environments.

Language: Python - Size: 258 MB - Last synced at: 20 days ago - Pushed at: about 3 years ago - Stars: 29 - Forks: 6

Nikunj-Gupta/FCMADRL

Fully Cooperative Multi-Agent Deep Reinforcement Learning

Language: Python - Size: 17.8 MB - Last synced at: 28 days ago - Pushed at: over 5 years ago - Stars: 26 - Forks: 9

cloudpetticoats/deep-reinforcement-learning

Deep reinforcement learning algorithms implemented using PyTorch, including DQN、DDPG、PPO、SAC、DDQN、Noisy-DQN.

Language: Python - Size: 9.56 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 13 - Forks: 2

zuoxingdong/lagom

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Language: Jupyter Notebook - Size: 95.9 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 375 - Forks: 30

kengz/openai_lab

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

Language: Python - Size: 8.47 MB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 326 - Forks: 68

archsyscall/DeepRL-TensorFlow2

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

Language: Python - Size: 600 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 608 - Forks: 141

Skylark0924/Machine-Learning-is-ALL-You-Need

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Language: Python - Size: 72.8 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 407 - Forks: 94

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: about 1 month ago - Pushed at: about 4 years ago - Stars: 409 - Forks: 136

josiahls/fastrl

fastrl is a reinforcement learning library that extends Fastai. This project is not affiliated with fastai or Jeremy Howard.

Language: Jupyter Notebook - Size: 54.9 MB - Last synced at: 27 days ago - Pushed at: 9 months ago - Stars: 22 - Forks: 0

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: about 1 month ago - Pushed at: over 7 years ago - Stars: 565 - Forks: 106

nikhilbarhate99/TD3-PyTorch-BipedalWalker-v2

Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment

Language: Python - Size: 28.8 MB - Last synced at: 6 days ago - Pushed at: almost 6 years ago - Stars: 105 - Forks: 30

americast/DRL_HVAC

Optimising electricity expenditure in an HVAC system under dynamic electricity pricing scheme and weather conditions using a DDPG model.

Language: Python - Size: 18.1 MB - Last synced at: 27 days ago - Pushed at: over 3 years ago - Stars: 28 - Forks: 5

zhaoyingjun/general

Alignment成为GPT类大模型微调的必须环节，深度强化学习是Alignment的核心。本项目是一个支持非gym环境训练、支持可视化配置的深度强化学习应用编程框架，30分钟上手强化学习编程。

Language: Python - Size: 106 KB - Last synced at: 27 days ago - Pushed at: about 2 years ago - Stars: 73 - Forks: 18

georgkruse/cleanqrl

Clean and easy to understand implementations of many Quantum Reinforcement Learning agents as well as their classical analouges. Greately inspired by the orgininal [CleanRL](https://github.com/vwxyzjn/cleanrl)

Language: Jupyter Notebook - Size: 47.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

soheil-mp/Reinforcement-Learning-Algorithms

Step by Step Reinforcement Learning Tutorials.

Language: Jupyter Notebook - Size: 18.4 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 6

legalaspro/maddpg-zoo-torch

A modern implementation of MADDPG and MADDPG-Approx algorithms using PyTorch and PettingZoo environments. This project provides a clean, modular framework for multi-agent reinforcement learning research, featuring parallel training capabilities, comprehensive visualization tools, and support for various cooperative and competitive scenarios

Language: Python - Size: 13.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 1

MorvanZhou/train-robot-arm-from-scratch

Build environment and train a robot arm from scratch (Reinforcement Learning)

Language: Python - Size: 128 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 379 - Forks: 165

abhilash1910/Deep_Reinforcement_Learning_Trading

Deep Reinforcement Learning for Trading

Language: Jupyter Notebook - Size: 2.92 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 6

RealVNF/DeepCoord

DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning

Language: Python - Size: 1.5 MB - Last synced at: 18 days ago - Pushed at: about 2 years ago - Stars: 27 - Forks: 14

JuliaReinforcementLearning/ReinforcementLearningZoo.jl 📦

Language: Julia - Size: 576 KB - Last synced at: about 3 hours ago - Pushed at: about 4 years ago - Stars: 52 - Forks: 18

dongminlee94/deep_rl

PyTorch implementation of deep reinforcement learning algorithms

Language: Python - Size: 30.2 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 496 - Forks: 59

Urinx/ReinforcementLearning

Reinforcing Your Learning of Reinforcement Learning

Language: Python - Size: 118 MB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 94 - Forks: 22

jimkon/Deep-Reinforcement-Learning-in-Large-Discrete-Action-Spaces

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

Language: Python - Size: 208 MB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 176 - Forks: 54

legalaspro/rl-odyssey

RL-Odyssey is a research framework for continuous control that implements state-of-the-art RL algorithms (SAC, TD3, PPO, etc.) with clean experiment scripts and interactive notebooks.

Language: Jupyter Notebook - Size: 66 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Allenpandas/Tutorial4RL

Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.

Size: 4.17 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 140 - Forks: 12

deepbiolab/multi-agent-ddpg

Implementation of MADDPG for cooperative-competitive multi-agent environments

Language: Python - Size: 6.85 MB - Last synced at: 26 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

deepbiolab/reinforce-bio

Research on leveraging reinforcement learning to optimize bioprocess parameters and improve efficiency in biological systems.

Language: Jupyter Notebook - Size: 23.6 MB - Last synced at: 26 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

jianzhnie/deep-rl-toolkit

RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC,A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Language: Python - Size: 544 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 9 - Forks: 2

QasimWani/policy-value-methods

Deep Reinforcement Learning algorithms for Policy Value methods written from scratch.

Language: Python - Size: 389 MB - Last synced at: 29 days ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 5

fgvbrt/nips_rl

Code for NIPS 2017 learning to run challenge

Language: Python - Size: 138 KB - Last synced at: 6 days ago - Pushed at: over 7 years ago - Stars: 38 - Forks: 11

laroccacharly/reinforcement_learning_adventure

A compilation of reinforcement learning algorithms.

Language: Python - Size: 113 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

deepbiolab/drl-trading

Research on Deep Reinforcement Learning (DRL) for stock trading

Language: Jupyter Notebook - Size: 3.69 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Jonathan-Pearce/transfer_learning_rl

Transfer learning in deep reinforcement learning for continuous control. Implemented DDPG and TD3 algorithms and evaluated ability to adapt to changes in environment dynamics and new environments

Language: Python - Size: 33.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 12 - Forks: 2

Jonathan-Pearce/DDPG_PER

Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)

Language: Python - Size: 243 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 49 - Forks: 10

jastfkjg/DDPG_Torcs_PyTorch

Using PyTorch and DDPG to play Torcs

Language: Python - Size: 7.43 MB - Last synced at: 6 days ago - Pushed at: over 6 years ago - Stars: 54 - Forks: 14

santhisenan/DDPG_Gym

An implementation of DDPG algorithm on OpenAI Gym Pendulum-v0 environment.

Language: Python - Size: 153 KB - Last synced at: 26 days ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0

AgentMaker/Paddle-RLBooks

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

Language: Python - Size: 14.1 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 110 - Forks: 13

fangvv/UAV-DDPG

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

Language: Python - Size: 17.6 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 473 - Forks: 80

fangvv/VN-MADDPG

Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"

Language: Python - Size: 48.8 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 229 - Forks: 20

parshakova/angry_birds_rl

Playing Angry Birds: Deep Deterministic Policy Gradient with Attention-based Long Short-Term Memory

Language: Java - Size: 5.78 MB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 2

prakHr/Reinforcement-Learning-Book

[Book] :- Andrea Lonza - Reinforcement Learning Algorithms with Python_ Learn, understand, and develop smart algorithms for addressing AI challenges-Packt Publishing (2019)

Language: Python - Size: 20.9 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 4

zhangdongkun98/rl-lib

A simple and neat implementation of reinforcement learning algorithms.

Language: Python - Size: 861 KB - Last synced at: 10 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

sirine-b/DDPG

This repository contains an implementation of Deep Deterministic Policy Gradient (DDPG), a reinforcement learning algorithm designed for environments with continuous action spaces. It features actor-critic architecture, experience replay, and exploration strategies, and is tested on environments like MountainCarContinuous. More info on Medium blog!

Language: Jupyter Notebook - Size: 851 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 1

alok/rl_implementations

Language: Jupyter Notebook - Size: 792 KB - Last synced at: 5 days ago - Pushed at: almost 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: 4 months ago - Pushed at: about 5 years ago - Stars: 117 - Forks: 37

ChenDRAG/mujoco-benchmark

Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library

Size: 234 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 85 - Forks: 6

mmbajo/AgentGrad

Collection of Reinforcement Learning Algorithm implementations.

Language: Python - Size: 294 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

laszukdawid/ai-traineree

PyTorch agents and tools for (Deep) Reinforcement Learning

Language: Python - Size: 1.23 MB - Last synced at: 29 days ago - Pushed at: 4 months ago - Stars: 25 - Forks: 6

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

Language: Jupyter Notebook - Size: 136 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Taabannn/intro-rl

Language: Jupyter Notebook - Size: 2.93 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

lucadellalib/actorch

Deep reinforcement learning framework for fast prototyping based on PyTorch

Language: Python - Size: 636 KB - Last synced at: 21 days ago - Pushed at: about 2 years ago - Stars: 14 - Forks: 0

QasimWani/RL-Unity

Implementation of Deep Reinforcement Learning algorithms in the Unity game engine.

Language: Jupyter Notebook - Size: 61.2 MB - Last synced at: 29 days ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 5

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: 3 months ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 2

gseismic/rlearn_dev.py

A Reinforcement Learning Library [dev] DDPG,TD3,SAC,PPO and more

Language: Python - Size: 4.79 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

udacity/deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

Language: Jupyter Notebook - Size: 3.37 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 4,896 - Forks: 2,344

Bharath2/SimpleRL

Simple yet efficient implementations of Model Free Reinforcement Learning algorithms in Pytorch

Language: Python - Size: 19.5 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

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: 5 months ago - Pushed at: over 4 years ago - Stars: 666 - Forks: 110

ethanvillalobos8/FRF-MADDPG

This repository hosts the code for my master’s thesis on Robust Federated Multi-Agent Deep Deterministic Policy Gradient (DDPG) with Fairness. The project explores federated learning in multi-agent environments, focusing on robustness and fairness among agents.

Language: Python - Size: 0 Bytes - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

turhancan97/RL-based-Control-of-a-Soft-Continuum-Robot

Simulation based Soft Continuum Robot Control via Reinforcement Learning

Language: TeX - Size: 137 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 30 - Forks: 6

Alwaysproblem/newbiesRL

Naive implementations of deep reinforcement learning algorithms

Language: Python - Size: 10.2 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 4 - Forks: 1

kngwyu/Rainy 📦

:umbrella: Deep RL agents with PyTorch:umbrella:

Language: Python - Size: 1.16 MB - Last synced at: 21 days ago - Pushed at: over 3 years ago - Stars: 35 - Forks: 5

Lin-TzuLing/NYCU-DLP-2023

Deep Learning & Labs Course, NYCU, 2023

Language: Jupyter Notebook - Size: 82.3 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

Geerayef/DDPGCartPole

Use DDPG to balance cart-pole system

Language: Python - Size: 695 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

liyc-ai/RL-pytorch

A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.

Language: Python - Size: 30.7 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 21 - Forks: 3

mhyrzt/PrecoderNet 📦

PrecoderNet: Hybrid Beamforming for Millimeter Wave Systems with Deep Reinforcement Learning

Language: Python - Size: 297 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 5

vformanyuk/reinforcement-learning

Collection of reinforcement learning algorithms implementations with TensorFlow2

Language: Python - Size: 257 KB - Last synced at: 5 months ago - Pushed at: 7 months ago - Stars: 12 - Forks: 2

fredrikmagnus/RL-for-Inverted-Pendulum

Reinforcement Learning for the inverted pendulum problem using a custom simulation. Implements and evaluates DQN, REINFORCE, and DDPG algorithms to learn control strategies for balancing a pendulum on a moving cart.

Language: Python - Size: 99.8 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Scitator/Run-Skeleton-Run

Reason8.ai PyTorch solution for NIPS RL 2017 challenge

Language: Python - Size: 28.6 MB - Last synced at: 2 days ago - Pushed at: over 5 years ago - Stars: 84 - Forks: 14

amifunny/Reinforce_Adventure

This Repository contains my implementation of popular algorithms on popular environments.

Language: Python - Size: 1.18 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 1

sksq96/deep-rl-quadcopter

Implementation of Deep Deterministic Policy Gradients (DDPG) to teach a Quadcopter How to Fly!

Language: HTML - Size: 1.05 MB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 21 - Forks: 7

shayantaherian/Reinforcement-Learning

Reinforcement learning with pytorch

Language: Python - Size: 905 KB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 2

jk96491/RL_Algorithms

Take the code of the reinforcement learning algorithm here~

Language: Python - Size: 649 KB - Last synced at: 5 months ago - Pushed at: about 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: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

biorobotics/Wombat_robosuite

This work builds on top of mujoco-powered robosuite framework, and is designed for learning object-agnostic control policy for pick-and-place operations on a novel 6-DoF parallel manipulator using deep reinforcement learning. This pipeline utilizes DDPG combined with HER algorithm for training a robust manipulation policy.

Language: Python - Size: 267 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

Samprith002/Casnav

A novel and efficient methodology that enables the robot to maneuver safely through dense crowds in more ‘human-like’ patterns.

Language: Jupyter Notebook - Size: 25.4 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

qlan3/Jaxplorer

Jaxplorer is a Jax reinforcement learning (RL) framework for exploring new ideas.

Language: Python - Size: 91.8 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 9 - Forks: 0

marcelloaborges/Tennis-Collaboration-Continuous-Control

Udacity Deep Reinforcement Learning Nanodegree Program - Collaboration Continuous Control

Language: ASP - Size: 19.2 MB - Last synced at: 10 months ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0