kamenbliznashki / sutton_bartoLinks
Python implementations of the RL algorithms in examples and figures in Sutton & Barto, Reinforcement Learning: An Introduction
☆90Updated 6 years ago
Alternatives and similar repositories for sutton_barto
Users that are interested in sutton_barto are comparing it to the libraries listed below
Sorting:
- Implementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)☆158Updated 5 years ago
- Materials for the Practical Sessions of the Reinforcement Learning Summer School 2019: Bandits, RL & Deep RL (PyTorch).☆89Updated 5 years ago
- Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]☆157Updated 4 years ago
- Reinforcement Learning examples implementation and explanation☆335Updated last year
- PyTorch 1.x Reinforcement Learning Cookbook, published by Packt☆99Updated 2 years ago
- Reinforcement Learning Algorithms with Python, Published by Packt☆183Updated 2 years ago
- Notes and exercise solutions for second edition of Sutton & Barto's book☆395Updated 2 years ago
- Clone of OpenAI's Spinning Up in PyTorch☆151Updated 3 years ago
- Loose taxonomy of reinforcement learning algorithms☆179Updated 5 years ago
- Hands-on Deep Reinforcement Learning, published by Packt☆72Updated 2 years ago
- From search engines, to science, to robotics, this reposity is meant to showcase the use of reinforcement learning in the world..☆243Updated last year
- Deep reinforcement learning model implementation in Tensorflow + OpenAI gym☆299Updated 2 years ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)☆250Updated 4 years ago
- List of competitions related to Reinforcement Learning☆350Updated last year
- Solutions to exercises in Reinforcement Learning: An Introduction (2nd Edition).☆387Updated 2 years ago
- Reinforcement Learning Cheat Sheet☆157Updated 5 years ago
- Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]☆284Updated 4 years ago
- self-studying the Sutton & Barto the hard way☆198Updated 3 years ago
- My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019☆169Updated 2 years ago
- TorchingUp provides minimal implementations of common Reinforcement Learning algorithms written in PyTorch. It is meant to complement Ope…☆51Updated 2 years ago
- Colab notebooks part of the documentation of Stable Baselines reinforcement learning library☆235Updated 6 months ago
- A simple framework for experimenting with Reinforcement Learning in Python.☆317Updated last year
- Pytorch starter code for UC Berkeley's cs285 assignments☆72Updated 3 years ago
- ☆100Updated 5 years ago
- Using RLLib and PycoLab to explore intelligent cooperative behavior in sequential social dilemmas☆50Updated 2 years ago
- Explorer is a PyTorch reinforcement learning framework for exploring new ideas.☆95Updated last month
- The RL discord wiki☆254Updated 4 years ago
- Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approxi…☆760Updated 6 years ago
- ☆28Updated 2 years ago
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆205Updated 2 years ago