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reinforcement-learning-excercises

Here are 77 public repositories matching this topic...

huggingface / deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

reinforcement-learning deep-learning deep-reinforcement-learning reinforcement-learning-excercises

Updated Sep 12, 2024
MDX

faildeny / PPO_pytorch_implementation

Proximal Policy Optimization method in Pytorch

reinforcement-learning openai-gym reinforcement-learning-excercises ppo bipedalwalker ppo-pytorch

Updated Jul 25, 2024
Python

FuzzyNum / Reinforcement-Learning

Using Q-Learning methods in Gymnasium to solve various games, very basic implementation.

python practice reinforcement-learning ai numpy ml tutorials python3 reinforcement-learning-algorithms exercises gymnasium practice-project reinforcement-learning-excercises reinforcement-learning-agent matplotlib-pyplot practice-exercises gymnasium-environment

Updated Jun 20, 2024
Jupyter Notebook

thulsonASU / RL-Lunar-Lander-Gym

lunar lander gymnasium environment with current python reinforcement learning libraries to get a greater understanding in the machine learning process using a Deep Q Network.

reinforcement-learning deep-reinforcement-learning reinforcement-learning-excercises reinforcement-learning-agent

Updated Dec 7, 2023
Python

yueying-teng / pong_with_policy_gradients

Train an agent to play Pong using OpenAI Gym and policy gradient

reinforcement-learning pong pytorch gym policy-gradient reinforcement-learning-excercises reinforcementlearning

Updated Aug 30, 2023
Python

Curated-Reinforcement-Learning-Resources

azminewasi / Curated-Reinforcement-Learning-Resources

Reinforcement learning is a machine learning technique where agents learn to make optimal decisions by maximizing reward signals through interactions with environment. This repository provides a curated list of resources for learning reinforcement learning, including courses, & tutorials from various providers.

reinforcement-learning deep-learning neural-network deep-reinforcement-learning reinforcement-learning-algorithms reinforcement reinforcement-learning-excercises reinforcement-learning-agent reinforcement-learning-tutorials reinforcement-learning-environments

Updated Jun 17, 2023

shahriarivari / Reinforcement_learning

Inculdes some of the basic, text book codes

reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-excercises

Updated Jun 4, 2023
MATLAB

guti1 / udacity_drl_nd

python reinforcement-learning deep-reinforcement-learning jupyter-notebooks reinforcement-learning-excercises

Updated Mar 24, 2023
Jupyter Notebook

sun1638650145 / deep-rl-class-zh

Hugging Face 深度强化学习课程(中文版)

reinforcement-learning deep-reinforcement-learning zh-cn reinforcement-learning-excercises

Updated Dec 10, 2022
Jupyter Notebook

nikibobi / rl-an-introduction

Personal exercises for Reinforcement Learning: An Introduction book by Sutton and Barto

reinforcement-learning reinforcement-learning-excercises

Updated Dec 8, 2022
Python

mimoralea / gym-walk

Random walk OpenAI Gym environment.

environment reinforcement-learning reinforcement-learning-excercises

Updated Dec 5, 2022
Python

BPDanek / learning-reinforcement-learning

Learning DQN in OpenAI Gym with pytorch

reinforcement-learning-excercises dqn-pytorch

Updated Oct 16, 2022
Python

kjanjua26 / rl-unicorn

🦄 RL-Unicorn is a suite of RL algorithms made to run in a plug-and-play fashion. It also includes introductions to many topics in RL, notes of online RL MOOCs and a hand-written topic-wise guide.

python reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-excercises reinforcement-learning-playground reinforcement-learning-tutorials rl-notes rl-garage reinforcement-learning-notes rl-guide rl-library rl-study

Updated Jun 8, 2022
Jupyter Notebook

ca-scribner / lrl

lrl: Learn Reinforcement Learning - A package to help people learn basic planning and Reinforcement Learning

machine-learning reinforcement-learning q-learning python3 artificial-intelligence scientific-computing reinforcement-learning-algorithms policy-iteration value-iteration reinforcement-learning-excercises reinforcement-learning-agent reinforcement-learning-playground reinforcement-learning-environments

Updated Jan 21, 2022
Python

minseop4898 / RL_pytorch

reinforcement-learning openai-gym pytorch cartpole reinforcement-learning-algorithms rl pendulum reinforcement-learning-excercises

Updated Sep 16, 2021
Jupyter Notebook

alexeyev / riding-the-sine-wave

...and generating ugly state-action maps for MountainCar-v0

openai-gym q-learning reinforcement-learning-excercises elephants mountain-car-problem

Updated Jul 25, 2024
Python

vzhomeexperiments / R_tradecontrol

project to control trades. statistics, sentiment analysis, reinforcement learning, etc

r reinforcement-learning profit-calculator reinforcement-learning-excercises analysis-algorithms risk-management-software reinforcement-learning-examples statistical-trade-monitoring profit-factor-mt4

Updated Mar 7, 2021
HTML

iamhectorotero / rlai-exercises

Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]

python reinforcement-learning artificial-intelligence reinforcement-learning-excercises sutton barto

Updated Jan 14, 2021
Jupyter Notebook

ricardokleinklein / RL_practice

Set of exercises, tutorials and resources for the study of the reinforcement learning framework.

reinforcement-learning reinforcement-learning-excercises reinforcementlearning

Updated Oct 26, 2020
Python

CynthiaKoopman / Reinforcement-Learning

Implementation of selected Reinforcement Learning Algorithms

video reinforcement-learning gae python3 pytorch gym policy-gradient cartpole rl actor-critic vectorized reinforcement-learning-excercises ppo a2c pytorch-implementation vpg

Updated Oct 23, 2020
Jupyter Notebook

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