🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

A PyTorch implementation of EfficientNet

95.47% on CIFAR10 with PyTorch

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

Reinforcement Learning in PyTorch

SAPIEN Manipulation Skill Framework, an open source GPU parallelized robotics simulator and benchmark, led by Hillbot, Inc.

Python Multi-Agent Reinforcement Learning framework

Python implementation of a bunch of multi-robot path-planning algorithms.

PyTorch Implementation of MADDPG (Lowe et. al. 2017)

Implementation of the paper "Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning"