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Julián Estévez's Projects

marl-papers icon marl-papers

Paper list of multi-agent reinforcement learning (MARL)

obstacle-avoidance-with-robots icon obstacle-avoidance-with-robots

Here, a strategy for flying robots self avoidance strategy is presented. It's based on potential field and the speed of the robot. Cooperative drone formations are included

pendulum icon pendulum

Mechanical simulation of different types of pendula

q-learning icon q-learning

Q-learning applied to a simple dynamic model (vertical ascension)

q-learning-for-cartpole icon q-learning-for-cartpole

In this blog, I will introduce you to the topic of Reinforcement Learning. After this post, you will will be able to understand Q-learning and will be able to create an agent that is capable of learning to balance the pole and ultimately solving the problem.

quadrotor-simulator icon quadrotor-simulator

Several small projects and code, and a complete quadrotor system simulator for transporting ropes

rl_algorithms icon rl_algorithms

In this folder, I will add different examples of basic RL algorithms (Q-learning, DQN, Actor-Critic, multi-agent, etc)

simplenn icon simplenn

A simple neural network in Python using only Numpy

starter-hugo-academic icon starter-hugo-academic

🎓 Hugo Academic Theme 创建一个学术网站. Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify.

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