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51 search results found

Reinforcement Learning An Introduction ⭐ 12,490

Python Implementation of Reinforcement Learning: An Introduction

Reinforcement Learning With Tensorflow ⭐ 8,174

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Easy Rl ⭐ 7,643

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

Reinforcement Learning ⭐ 3,119

Minimal and Clean Reinforcement Learning Examples

Awesome Deeplearning ⭐ 2,670

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Youtube Code Repository ⭐ 687

Repository for most of the code from my YouTube channel

Ai Toolbox ⭐ 611

A C++ framework for MDPs and POMDPs with Python bindings

Hands On Reinforcement Learning With Python ⭐ 596

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Dissecting Reinforcement Learning ⭐ 585

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

Baby Steps Of Rl Ja ⭐ 380

Pythonで学ぶ強化学習 -入門から実践まで- サンプルコード

Reinforcement_learning_tutorial_with_demo ⭐ 357

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

Rl Book Challenge ⭐ 150

self-studying the Sutton & Barto the hard way

Reinforcement_learning_in_python ⭐ 115

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

Paddle Rlbooks ⭐ 108

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

Reinforcement Learning ⭐ 95

🤖 Implements of Reinforcement Learning algorithms.

Reinforcement_learning ⭐ 89

강화학습에 대한 기본적인 알고리즘 구현

Deep Reinforcement Learning ⭐ 84

Introduction to Deep Reinforcement Learning

Combining deep learning and reinforcement learning.

Pytorch.rl.learning ⭐ 61

for learning reinforcement learning using PyTorch.

Java Reinforcement Learning ⭐ 50

Package provides java implementation of reinforcement learning algorithms such Q-Learn, R-Learn, SARSA, Actor-Critic

Reinforcement Learning Demos

Reinforcement learning in python

Reinforcement Learning For Decision Making In Self Driving Cars ⭐ 30

Reinforcement-Learning-for-Decision-Making-in-self

Tictactoe Reinforcement Learning ⭐ 28

Train a tic-tac-toe agent with reinforcement learning.

Reinforcement_learning_with_tensorflow ⭐ 25

Minimal implementations of reinforcement learning algorithms by Tensorflow

Tutorial4rl ⭐ 25

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

Reinforcement Learning An Introduction ⭐ 25

Kotlin implementation of algorithms, examples, and exercises from the Sutton and Barto: Reinforcement Learning (2nd Edition)

Sdn Simulation ⭐ 23

Reproduce the Simulation for Software Defined Network(SDN) based on Omnetpp-5.4.1 and Reinforcement Learning Algorithm in paper "QoS-Aware Adaptive Routing in Multi-layer Hierarchical Software Defined Networks: A Reinforcement Learning Approach"

Rlengine ⭐ 19

A simple reinforcement learning simulation engine for OpenAI's gym.

Keras Gym ⭐ 15

Plug-n-play reinforcement learning with OpenAI Gym and Keras

Improved_rl_algorithm_mmimo_radar ⭐ 12

This repository contains the Matlab code used to generate the results in the paper “Enhancement of a state-of-the-art RL-based detection algorithm for Massive MIMO radars” https://ieeexplore.ieee.org/abstract/document/9760

Drone Hover Rl ⭐ 12

A hover system for Microsoft AirSim using reinforcement learning (Q-learning and SARSA)

reinforcement learning algorithms from the book by Sutton and Barto

An RL-trained Backgammon agent

Rl_workshop ⭐ 9

Step into the AI Era: Deep Reinforcement Learning Workshop

Deep Reinforcement Learning With Pytorch ⭐ 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

Tabulartdlearning.jl ⭐ 8

Julia implementations of temporal difference Reinforcement Learning algorithms like Q-Learning and SARSA

Reinforcement Learning ⭐ 7

Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.

Fightinggame Ftg4.50 ⭐ 7

2021-2022国科大强化学习格斗游戏大作业

Cs6700 Reinforcement Learning ⭐ 7

Artificial Intelligence series

Reinforcement_learning ⭐ 7

Contains baseline implementations of all RL algorithms using tabular and function approximations. Algorithms such as TD(0), MC, SARSA, Q-Learning and Policy Gradient methods.

Rl_library ⭐ 6

An implementation of main reinforcement learning algorithms: solo-agent and ensembled versions.

Introduction to Reinforcement Learning in Python

Macro Action Rl ⭐ 6

An implementation of five reinforcement learning algorithms to simulate macro actions for the HFO problem.

Reinforcement_learning ⭐ 5

RL(Reinforcement Learning) with gym, keras

Rl Algorithms ⭐ 5

DQN, REINFORCE, actor-critic, Q-learning, SARSA, Monte Carlo prediction & control, policy & value iteration

Asynchronous_1step ⭐ 5

TensorFlow implementation of the two 1-step methods from "Asynchronous Deep Reinforcement Learning Methods" by Mnih et. al., 2016 for OpenAIs Gym-environment.

Reinforcement Learning Implementation ⭐ 5

Implementation of Reinforcement Algorithms from scratch

Rl Framework Iot ⭐ 5

Reinforcement Learning algorithms for learning IoT interactions.

Reinforcement Learning On Frozenlake ⭐ 5

Reinforcement Learning Algorithms in a simple Gridworld

Flappy Bird ⭐ 5

Flappy Bird for artificial intelligence/machine learning (Agent available: Q-Learning, SARSA, and combined with Backpropagation)

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