dalmia / David-Silver-Reinforcement-learningLinks
Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.
☆839Updated 3 years ago
Alternatives and similar repositories for David-Silver-Reinforcement-learning
Users that are interested in David-Silver-Reinforcement-learning are comparing it to the libraries listed below
Sorting:
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,080Updated 4 years ago
- PyTorch Agent Net: reinforcement learning toolkit for pytorch☆552Updated last year
- Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]☆156Updated 4 years ago
- Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow☆862Updated 5 years ago
- Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind☆847Updated 6 years ago
- Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approxi…☆775Updated 6 years ago
- Notes and exercise solutions for second edition of Sutton & Barto's book☆399Updated 3 years ago
- Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".☆1,317Updated last week
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,190Updated 3 years ago
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duel…☆688Updated 4 years ago
- This will contain my notes for research papers that I read.☆623Updated 6 years ago
- Deep reinforcement learning model implementation in Tensorflow + OpenAI gym☆308Updated 2 years ago
- Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog☆623Updated 2 years ago
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,385Updated last year
- Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]☆107Updated 3 years ago
- Assignments for CS294-112.☆1,638Updated 2 years ago
- 🕹️ CS234: Reinforcement Learning, Winter 2019 | YouTube videos 👉☆310Updated 2 years ago
- For deep RL and the future of AI.☆1,496Updated last year
- Reinforcement Learning in PyTorch☆2,270Updated 4 years ago
- Code from the Deep Reinforcement Learning in Action book from Manning, Inc☆820Updated last year
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,259Updated 4 years ago
- An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.☆1,192Updated 2 years ago
- List of competitions related to Reinforcement Learning☆350Updated last year
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆703Updated last year
- Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow☆2,002Updated 2 months ago
- My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019☆170Updated 2 years ago
- Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL☆3,147Updated 4 years ago
- Implementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)☆158Updated 5 years ago
- Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]☆289Updated 5 years ago
- ☆183Updated 3 years ago