YipengHu / COMP0197
UCL Module: Applied Deep Learning
☆34Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for COMP0197
- Cheat sheets for UCL's 2018/19 machine learning modules☆60Updated 5 years ago
- Materials for Autumn 2022 Mathematics for Machine Learning course.☆33Updated last year
- A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-par…☆773Updated last month
- UCL Module: Introduction to Deep Learning☆34Updated 2 years ago
- Notes and exercise solutions for second edition of Sutton & Barto's book☆356Updated 2 years ago
- Solutions to exercises in Reinforcement Learning: An Introduction (2nd Edition).☆343Updated last year
- Related papers for reinforcement learning, including classic papers and latest papers in top conferences☆312Updated this week
- My lecture notes during times at UCL.☆28Updated 3 years ago
- Lab sessions for NLP course☆17Updated last year
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆772Updated 3 months ago
- Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch☆1,733Updated 4 months ago
- Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]☆263Updated 4 years ago
- Solutions to Sutton and Barto book exercises☆48Updated 8 months ago
- Solutions of Reinforcement Learning, An Introduction☆2,027Updated 6 months ago
- The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization☆647Updated 8 months ago
- ☆5Updated 2 years ago
- A collection of reference environments for offline reinforcement learning☆1,349Updated this week
- An official repository for a VAE tutorial of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's cours…☆8Updated 10 months ago
- This repository contains implementations of prominent computer vision deep learning architectures. The focus is on simplifying these arch…☆11Updated this week
- Render Gymnasium environments in Google Colaboratory☆17Updated 8 months ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,329Updated 3 months ago
- Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt☆1,160Updated 7 months ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2022)☆114Updated last year
- A benchmark environment for fully cooperative human-AI performance.☆717Updated 2 months ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,131Updated 11 months ago
- 32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each projec…☆707Updated 3 years ago
- A suite of test scenarios for multi-agent reinforcement learning.☆622Updated 2 weeks ago
- Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code☆504Updated this week
- Library for Model Based RL☆963Updated 4 months ago
- A curated list of awesome Deep Reinforcement Learning resources.☆685Updated 3 months ago