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edsonart's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

deep-rl-and-il icon deep-rl-and-il

A unified framework of Deep Reinforcement Learning and Deep Imitation Learning in simulation environments

developer-roadmap icon developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

dqn-robot-arm icon dqn-robot-arm

Deep Q learning algorithm written on PyTorch for solving 2D robot arm reacher

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

gymnasium icon gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson-ml3 icon handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

mlxtend icon mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

pandapower icon pandapower

Convenient Power System Modelling and Analysis based on PYPOWER and pandas

reinforcement-learning-1 icon reinforcement-learning-1

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

solutions-to-problems icon solutions-to-problems

Solutions to coding problems that can occur through high-tier interviews & preparation advices for them.

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

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