Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
☆791Jan 22, 2019Updated 7 years ago
Alternatives and similar repositories for Reinforcement_learning_tutorial_with_demo
Users that are interested in Reinforcement_learning_tutorial_with_demo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,080May 19, 2021Updated 4 years ago
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆21,933Jul 13, 2023Updated 2 years ago
- Python Implementation of Reinforcement Learning: An Introduction☆14,593Aug 9, 2024Updated last year
- Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow☆861Oct 7, 2020Updated 5 years ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,927Jul 25, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,276Feb 9, 2021Updated 5 years ago
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆722May 12, 2024Updated last year
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,336Mar 13, 2025Updated last year
- Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch☆3,906May 2, 2023Updated 2 years ago
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duel…☆693Dec 18, 2025Updated 3 months ago
- Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch☆877Dec 27, 2022Updated 3 years ago
- An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.☆1,213Jul 14, 2023Updated 2 years ago
- Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning☆4,703Jun 30, 2020Updated 5 years ago
- Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL☆3,169Nov 4, 2021Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Reinforcement Learning in PyTorch☆2,273Jan 4, 2021Updated 5 years ago
- Meta Reinforcement Learning Experiments☆35Aug 22, 2017Updated 8 years ago
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,203Oct 17, 2022Updated 3 years ago
- Repo for the Deep Reinforcement Learning Nanodegree program☆5,153Nov 16, 2023Updated 2 years ago
- PyTorch implementation of deep reinforcement learning algorithms☆489Nov 19, 2021Updated 4 years ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,417Nov 29, 2023Updated 2 years ago
- Minimal and Clean Reinforcement Learning Examples☆3,620Mar 24, 2023Updated 3 years ago
- Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.☆849Mar 31, 2022Updated 4 years ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,607Mar 24, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Paper list of multi-agent reinforcement learning (MARL)☆4,779Feb 11, 2026Updated last month
- Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents☆12Jan 14, 2022Updated 4 years ago
- Collection of reinforcement learning algorithms☆2,888Jun 17, 2024Updated last year
- Using WoLF (win or learn fast) PHC (policy hill climbing) algorithm to implement stochastic games☆15Jun 14, 2019Updated 6 years ago
- References on Optimal Control, Reinforcement Learning and Motion Planning☆976Feb 26, 2022Updated 4 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆777Dec 22, 2023Updated 2 years ago
- A course in reinforcement learning in the wild☆6,472Updated this week
- Explore the optimization landscape for direct policy learning reinforcement learning.☆51Jan 16, 2019Updated 7 years ago
- Implementations of basic concepts dealt under the Reinforcement Learning umbrella. This project is collection of assignments in CS747: F…☆17May 21, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Hands-On Reinforcement Learning with Python, published by Packt☆844Jan 30, 2023Updated 3 years ago
- Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学☆9,444Mar 31, 2024Updated 2 years ago
- ☆1,325May 27, 2024Updated last year
- Implementations of selected inverse reinforcement learning algorithms.☆1,068Oct 21, 2022Updated 3 years ago
- Python library for Reinforcement Learning.☆925Aug 4, 2025Updated 8 months ago
- Actor critic reinforcement learning + motion and task planning under LTL tasks + wireless sensor network routing☆15Mar 6, 2021Updated 5 years ago
- PyTorch implementation of soft actor critic☆941Jul 17, 2025Updated 8 months ago