marcinbogdanski / rl-sketchpad
Collection of Deep Reinforcement Learning Jupyter Notebooks. Each notebook is self-contained and presents single algorithm. These include DP, MC, TD, SARSA, Q-Learning and DQNs.
☆37Updated 5 years ago
Alternatives and similar repositories for rl-sketchpad:
Users that are interested in rl-sketchpad are comparing it to the libraries listed below
- Linear Algebra for Machine Learning Book Exercises☆13Updated 5 years ago
- Implementations for solutions to programming exercises of Reinforcement Learning: An Introduction, Second Edition (Sutton & Barto)☆31Updated 2 years ago
- Understanding RL vision Distill article☆23Updated 2 years ago
- RL CIRL Research☆13Updated 2 years ago
- Notes on many interesting RL papers☆26Updated 5 years ago
- Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch fra…☆136Updated 2 years ago
- deep-reinforcement-learning☆16Updated 6 years ago
- Random walk OpenAI Gym environment.☆20Updated 3 months ago
- In this repository, we try to solve musculoskeletal tasks with `Double DQN reinforcement learning` by using a `transformer` model has bee…☆16Updated last year
- Solutions for different Reinforcement Learning environments☆25Updated 8 months ago
- RL algorithm implementations from scratch.☆18Updated 4 years ago
- Some example code for the "Introduction to Bayesian Reinforcement Learning" presentations☆29Updated 6 years ago
- All the source codes and lectures of reinforcement learning.☆30Updated 4 years ago
- A repository for code of reinforcement learning algorithms with PyTorch☆30Updated 3 years ago
- A curated list of awesome Deep Reinforcement Learning resources☆133Updated 2 years ago
- DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow,…☆121Updated 4 years ago
- Python Reinforcement Learning Projects, published by Packt☆183Updated 2 years ago
- Implementation of Double DQN reinforcement learning for OpenAI Gym environments with PyTorch.☆68Updated 8 months ago
- My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow☆54Updated 3 years ago
- Reinforcement Learning Algorithms with Python, Published by Packt☆181Updated 2 years ago
- ☆95Updated 4 years ago
- PyTorch 1.x Reinforcement Learning Cookbook, published by Packt☆97Updated 2 years ago
- This is the code-base that I personally use as the starting point for any reinforcement learning codebase with the purpose of fast experi…☆12Updated 2 years ago
- We propose an evolution-based approach to meta-learn synthetic neural environments and reward neural networks for reinforcement learning.☆21Updated 2 years ago
- Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)☆51Updated 4 years ago
- Made for a reading group at the Center for Safe AGI.☆11Updated 2 years ago
- Eagerly Experimentable!!!☆26Updated 4 years ago
- Project for my graduate neural networks course - combining RL with VAEs☆23Updated 5 years ago
- Programming Assignments and Lectures for UC Berkeley's CS 294: Deep Reinforcement Learning☆56Updated 6 years ago
- Exploring whether DRQN + action prior + state-based expert + history-based entropy-reduction expert☆8Updated 3 years ago