tsmatz / reinforcement-learning-tutorialsLinks
Reinforcement Learning Algorithms Tutorial (Python) from scratch (Mar 2021)
☆204Updated last week
Alternatives and similar repositories for reinforcement-learning-tutorials
Users that are interested in reinforcement-learning-tutorials are comparing it to the libraries listed below
Sorting:
- Related papers for reinforcement learning, including classic papers and latest papers in top conferences☆508Updated last month
- Deep Reinforcement Learning Hands-On, 3E_Published by Packt☆352Updated last week
- Solutions to Sutton and Barto book exercises☆115Updated last year
- A Torch Based RL Framework for Rapid Prototyping of Research Papers☆71Updated 5 months ago
- Machine learning, artificial intelligence, and data analytics built from scratch.☆58Updated 3 years ago
- Stanford CS234: Reinforcement Learning assignments and practices☆61Updated last year
- Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch☆143Updated 5 years ago
- Colab notebooks part of the documentation of Stable Baselines reinforcement learning library☆244Updated 11 months ago
- Solutions to exercises in Reinforcement Learning: An Introduction (2nd Edition).☆395Updated 2 years ago
- Collection of Python code that solves the Gymnasium Reinforcement Learning environments, along with YouTube tutorials.☆231Updated 9 months ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2022)☆130Updated 2 years ago
- Imitation learning algorithms☆554Updated 9 months ago
- Pytorch solutions for UC Berkeley's cs285 assignments☆150Updated 3 years ago
- Deep reinforcement learning without experience replay, target networks, or batch updates.☆272Updated 9 months ago
- ☆300Updated last year
- Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019☆719Updated 2 years ago
- Kolmogorov-Arnold Network for Reinforcement Leaning, initial experiments☆292Updated 8 months ago
- ☆101Updated 5 years ago
- Lecture slides for the MARL book (www.marl-book.com)☆144Updated 7 months ago
- A Reinforcement Learning Project using PPO + Transformer☆80Updated 2 years ago
- From search engines, to science, to robotics, this reposity is meant to showcase the use of reinforcement learning in the world..☆278Updated last year
- Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…☆284Updated 3 years ago
- Deep Q-Network (DQN) and Fitted Q-Iteration (FQI) tutorial for RL Summer School 2023☆85Updated 2 months ago
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆471Updated 3 weeks ago
- Code for "Temporal Difference Learning for Model Predictive Control"☆486Updated 2 years ago
- Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code☆682Updated 2 weeks ago
- Official code repo for the MARL book (www.marl-book.com)☆581Updated 8 months ago
- OpenAI Gym environment solutions using Deep Reinforcement Learning.☆80Updated 3 years ago
- Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]☆291Updated 5 years ago
- Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math☆453Updated 4 years ago